<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://www.interviewsvector.com</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/pricing</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/faq</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/privacy</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/terms</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/glossary</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/system-design</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/playbook</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/resources</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/skills</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/assessments</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/career</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/resources</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/distributed-systems</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/roadmap</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/resume-analyzer</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/resume-summary-generator</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/cover-letter</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-interview</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/simulator</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/research</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/2024-developer-honesty-in-tech-crisis</loc>
<lastmod>2026-05-26T00:00:00.000Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/building-a-custom-react-accordion-inspired-by-material-ui</loc>
<lastmod>2023-07-24T00:00:00.000Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/creating-a-custom-alert-in-react-with-typeScript</loc>
<lastmod>2023-07-25T00:00:00.000Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/A-beginners-guide-to-Apache-Airflow</loc>
<lastmod>2022-12-28T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/A-guide-to-the-data-science-life-cycle</loc>
<lastmod>2023-01-05T22:41:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Angular-17-Enhancing-Web-Application-Performancc</loc>
<lastmod>2023-12-08T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Angular-Development-with-Angular-17-Automatic-Migration</loc>
<lastmod>2023-12-10T22:32:33.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Building-a-Convolutional-Neural-Network-for-Image-Classification-with-Swift-API-for-TensorFlow</loc>
<lastmod>2023-06-08T22:30:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Building-a-Two-Way-Binding-Hook-for-React</loc>
<lastmod>2023-12-18T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Creating a Custom Filter in ag-Grid</loc>
<lastmod>2023-05-21T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Debouncing-in-React-19-Optimizing-User-Input-and-API-Calls</loc>
<lastmod>2024-03-20T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Efficient-Fragment-Creation-in-Svelte.js</loc>
<lastmod>2023-05-25T22:40:33.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Explain-Pandas-drop-rows-vs-filter-with-examples</loc>
<lastmod>2022-12-27T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Exploring-the-Exciting-New-Features-of-Angular-17-A-Comprehensive-Guide</loc>
<lastmod>2023-12-10T22:30:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Firebase-code-400-message-CONFIGURATION_NOT_FOUND</loc>
<lastmod>2022-11-06T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Fix-Error-Could-not-load-dynamic-library-libnvinfer_plugin.so.6</loc>
<lastmod>2023-06-10T22:40:33.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Fix-error-ImportError-Cannot-Import-abs</loc>
<lastmod>2023-06-08T22:31:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Fixing-the-Could-not-load-dynamic-library-libcudart.so.11.0-Error</loc>
<lastmod>2023-06-07T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/GPUOptions-for-Go-binding-in-TensorFlow</loc>
<lastmod>2023-06-06T22:42:35.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Getting-started-with-PyTorch</loc>
<lastmod>2022-12-17T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-can-repetitive-rows-of-data-be-collected-in-a-single-row-in-pandas</loc>
<lastmod>2022-12-18T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-does-inheritance-work-in-Python</loc>
<lastmod>2023-01-09T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-Append-Multiple-Excel-Files-together-in-python</loc>
<lastmod>2023-01-02T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-Change-default-types-globally-in-tensorflow</loc>
<lastmod>2023-06-06T22:43:36.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-assign-value-to-a-EagerTensor-slice</loc>
<lastmod>2023-06-06T22:41:33.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-clear-GPU-memory-in-tensorflow-2</loc>
<lastmod>2023-06-06T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-convert-a-date-to-Unix-epoch-time-in-Python</loc>
<lastmod>2023-01-11T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-fix-AttributeError-Int64Index-object-has-no-attribute-month</loc>
<lastmod>2023-01-03T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-fix-Error-524-while-running-jupyter-lab-in-google-cloud-platform</loc>
<lastmod>2023-01-02T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-fix-TypeError-can-only-concatenate-str-not-NoneType-to-str</loc>
<lastmod>2023-01-10T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-fix-unable-to-retrieve-jdbc-result-set-for-SELECT-FROM-TABLE</loc>
<lastmod>2023-01-21T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-handle-class-weight-for-multiple-outputs-in-keras</loc>
<lastmod>2023-06-06T22:42:33.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-install-wget-in-macOS</loc>
<lastmod>2022-10-22T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-plot-multiple-pandas-columns</loc>
<lastmod>2022-12-19T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-set-slots-after-component-instance-is-created-in-Svelte.js</loc>
<lastmod>2023-05-24T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-set-up-Apache-Airflow</loc>
<lastmod>2022-12-29T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/How-to-solve-SettingWithCopyWarning-Pandas</loc>
<lastmod>2022-10-16T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/InvalidArgumentError-Unsupported-dtype-Value-bfloat16</loc>
<lastmod>2023-06-23T22:40:33.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Max-retries-exceeded-with-URL-in-requests</loc>
<lastmod>2022-10-14T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Merge-Intervals</loc>
<lastmod>2021-06-14T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Missing-number-in-array</loc>
<lastmod>2022-09-24T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Most-Frequently-Asked-Java-Interview-QuestionsBefore-Your-Next-Interview-2025</loc>
<lastmod>2025-02-15T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Object-Oriented-Programming-in-Python-Understanding-Classes-and-Objects</loc>
<lastmod>2023-01-09T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/React-19-Update-Unlocking-Performance-and-Developer-Experience</loc>
<lastmod>2024-03-20T22:41:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Refused-to-set-unsafe-header-Origin</loc>
<lastmod>2022-10-11T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Relationship-between-TF.Slim-TF-High-Level-API-and-Keras</loc>
<lastmod>2023-06-08T22:31:34.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Resolve-ImportError-libcublas.so.9.0-cannot-open-shared-object-file-No-such-file-or-directory</loc>
<lastmod>2023-06-07T22:41:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Seaborn-for-Data-Visualization-in-Python</loc>
<lastmod>2023-01-05T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/TensorFlow-does-not-detect-CUDA-installed-through-conda</loc>
<lastmod>2023-06-06T22:43:35.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/TensorFlow-error-message-InvalidArgumentError-Graph-execution-error</loc>
<lastmod>2023-06-22T22:41:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Tensorflow-Lite-conversion-output-vs-Tensorflow-output</loc>
<lastmod>2023-06-06T22:41:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Testing-Pipes-in-Angular-With-Jasmin-And-Karma</loc>
<lastmod>2022-10-13T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/The-new-control-flow-syntax-in-Angular-17</loc>
<lastmod>2023-12-10T22:32:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Top-10-Interview-Questions-and-Answers-for-Senior-Software-Engineers-at-Infosys</loc>
<lastmod>2024-11-11T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Top-30-SQL-Interview-Questions-for-Professionals</loc>
<lastmod>2025-03-23T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Troubleshooting-CUDA_ERROR_LAUNCH_FAILED-unspecified-launch-failure-and-CUDNN_STATUS_INTERNAL_ERROR-in-TensorFlow</loc>
<lastmod>2023-06-21T22:41:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Troubleshooting-IDE-Auto-Completion-Failure-for-tensorflow.keras</loc>
<lastmod>2023-06-08T22:41:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Understanding-polymorphism-in-python</loc>
<lastmod>2023-01-08T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Understanding-the-Error-Handling-API-in-Svelte-Components</loc>
<lastmod>2023-05-25T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Untraced-Functions-Warning-during-Model-Saving</loc>
<lastmod>2023-06-10T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/What-is-the-difference-between-transform-and-fit_transform-in-sklearn</loc>
<lastmod>2022-12-21T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/angular-unit-test-code-coverage</loc>
<lastmod>2022-10-04T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/angular-unit-testing-attribute-directives</loc>
<lastmod>2022-10-12T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/correlation-is-a-part-of-multivariate-analysis-</loc>
<lastmod>2023-01-04T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/create-user-object-with-password-and-username-property</loc>
<lastmod>2022-09-17T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/difference-between-StratifiedKFold-and-StratifiedShuffleSplit-in-sklearn</loc>
<lastmod>2022-12-20T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/different-forms-of-discriminant-analysis</loc>
<lastmod>2023-01-03T22:41:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/excludes-files-from-angular-unit-test-code-coverage</loc>
<lastmod>2022-10-05T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/fix-error-Failure-of-Keras-Model-fit-with-Mirrored-Strategy</loc>
<lastmod>2023-06-23T22:41:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/google-ai-edge-gallery-on-device-ai</loc>
<lastmod>2026-05-26T00:00:00.000Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/group-anagrams-using-javascript</loc>
<lastmod>2021-05-22T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/how-implement-custom-loss-function-in-scikit-learn</loc>
<lastmod>2022-12-25T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/how-to-extend-Apache-Airflow-with-custom-Operators-and-Tasks</loc>
<lastmod>2023-01-01T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/how-to-load-a-model-from-an-HDF5-file-in-Keras</loc>
<lastmod>2022-12-21T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/how-to-modify-complex-store-data-in-sveltejs</loc>
<lastmod>2023-05-26T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/how-to-use-XGBoost-in-Python</loc>
<lastmod>2022-12-24T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/lxml-not-found-please-install-it</loc>
<lastmod>2022-10-20T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/module-pexpect-has-no-attribute</loc>
<lastmod>2022-10-20T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/oops-concept-in-python-interview-questions</loc>
<lastmod>2023-01-07T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/rotate-image</loc>
<lastmod>2022-09-26T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/sequential-promise</loc>
<lastmod>2022-09-27T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/square-numbers-in-array</loc>
<lastmod>2022-09-15T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/subsets</loc>
<lastmod>2022-09-25T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/truth-check</loc>
<lastmod>2022-09-14T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/use-ternary-conditional-operator-in-Python</loc>
<lastmod>2022-10-14T22:12:03.284Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/what-happens-in-anomaly-detection</loc>
<lastmod>2023-01-04T22:40:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/blog/Error-Check-Failed-in-tensorflow/core/util/gpu_launch_config.h_129</loc>
<lastmod>2023-06-23T22:32:32.169Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/abortcontroller-cancel-async</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/auto-retry-for-promises</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/closures-explained</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/currying-with-placeholders</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/currying</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-apply-method</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-bind-method</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-browser-history</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-call-method</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-clearalltimers</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-deep-clone</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-deep-equal</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-event-emitter</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-json-parse</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-json-stringify</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-lodash-once-function</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-lodash-partial-function</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-memoize-function</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-memoize-last</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-object-assign</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-object-is-method</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-promises</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-react-classnames-library</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-reduce-method</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-redux-immer-library</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-setinterval</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-settimeout</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-string-tokenizer</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-trim-function</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-typeof-operator</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-virtual-dom-part-1-serialize</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/custom-virtual-dom-part-2-deserialize</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/debounce</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/deep-flatten</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/es2024-es2025-features</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/implementing-a-pipe-method</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/iterator-helpers</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/javascript-event-loop</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/memoization-for-api-calls</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/n-async-tasks-in-parallel</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/n-async-tasks-in-race</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/n-async-tasks-in-series</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/negative-array-indexing</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/promise-all-settled</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/promise-all</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/promise-any</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/promise-concurrency-pool</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/promise-finally</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/promise-race</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/promise-with-resolvers</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/promisifying-async-callbacks</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/prototypal-inheritance</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/structuredclone-vs-deep-clone</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/this-keyword-binding-rules</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/throttle</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/javascript/throttling-promises-by-batching</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/google</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/meta</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/amazon</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/microsoft</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/netflix</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/uber</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/airbnb</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/stripe</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/openai</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/anthropic</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/news-feed</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/recommendation-ranking</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/rate-limiter</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/real-time-messaging</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/notification-fanout</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/distributed-kv-store</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/object-storage</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/idempotent-payments</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/ledger-system</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/webhook-delivery</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/dispatch-matching</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/surge-pricing</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/video-streaming-abr</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/video-encoding-pipeline</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/marketplace-search-ranking</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/booking-system</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/fraud-detection-pipeline</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/llm-inference-serving</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/distributed-training-orchestrator</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/realtime-collab-editor</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/ab-testing-infra</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/staff-prep/problems/multi-tenant-billing</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/assessments/llm-architecture-fundamentals</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/assessments/rag-vector-search</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/assessments/mlops-production-ai</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/assessments/ai-system-design-at-scale</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/assessments/responsible-ai-governance</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/assessments/distributed-training-gpu-infra</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/assessments/agentic-systems-tool-use</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/assessments/recsys-ranking</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/assessments/vector-db-internals</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/ai-architect/assessments/ai-cost-optimization</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/interviewers-rubric</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/claro-framework</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/tradeoff-vocabulary</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/latency-anatomy</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/rag-quality-loop</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/bounded-autonomy</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/prompt-as-system</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/feature-store-triangle</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/reproducibility-as-property</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/ml-deployment-patterns</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/silent-failure-stack</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/realtime-recsys</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/llm-powered-search</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/fraud-detection</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/multimodal-moderation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/coding-assistant</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/first-five-minutes</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/interviewer-probes</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/recovery-playbook</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/story-bank</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/research-vs-ship</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/incident-story</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/course/lessons/disagree-commit-reverse</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/distributed-systems/modules/single-node-lie</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/distributed-systems/modules/consistency-per-operation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/distributed-systems/modules/replication</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/distributed-systems/modules/partitioning-hot-keys</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/distributed-systems/modules/transactions</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/distributed-systems/modules/idempotency-exactly-once</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/distributed-systems/modules/reliability-patterns</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/distributed-systems/modules/coordination</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/distributed-systems/modules/operating-it</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/distributed-systems/modules/canonical-teardowns</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/01-dev-environment</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/02-git-and-collaboration</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/03-gpu-setup-and-cloud</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/04-apis-and-keys</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/05-jupyter-notebooks</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/06-python-environments</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/07-docker-for-ai</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/08-editor-setup</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/09-data-management</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/10-terminal-and-shell</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/11-linux-for-ai</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/00-setup-and-tooling/12-debugging-and-profiling</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/01-linear-algebra-intuition</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/02-vectors-matrices-operations</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/03-matrix-transformations</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/04-calculus-for-ml</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/05-chain-rule-and-autodiff</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/06-probability-and-distributions</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/07-bayes-theorem</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/08-optimization</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/09-information-theory</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/10-dimensionality-reduction</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/11-singular-value-decomposition</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/12-tensor-operations</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/13-numerical-stability</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/14-norms-and-distances</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/15-statistics-for-ml</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/16-sampling-methods</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/17-linear-systems</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/18-convex-optimization</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/19-complex-numbers</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/20-fourier-transform</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/21-graph-theory</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/01-math-foundations/22-stochastic-processes</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/01-what-is-machine-learning</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/02-linear-regression</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/03-logistic-regression</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/04-decision-trees</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/05-support-vector-machines</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/06-knn-and-distances</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/07-unsupervised-learning</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/08-feature-engineering</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/09-model-evaluation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/10-bias-variance</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/11-ensemble-methods</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/12-hyperparameter-tuning</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/13-ml-pipelines</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/14-naive-bayes</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/15-time-series</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/16-anomaly-detection</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/17-imbalanced-data</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/02-ml-fundamentals/18-feature-selection</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/01-the-perceptron</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/02-multi-layer-networks</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/03-backpropagation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/04-activation-functions</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/05-loss-functions</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/06-optimizers</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/07-regularization</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/08-weight-initialization</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/09-learning-rate-schedules</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/10-mini-framework</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/11-intro-to-pytorch</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/12-intro-to-jax</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/03-deep-learning-core/13-debugging-neural-networks</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/01-image-fundamentals</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/02-convolutions-from-scratch</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/03-cnns-lenet-to-resnet</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/04-image-classification</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/05-transfer-learning</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/06-object-detection-yolo</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/07-semantic-segmentation-unet</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/08-instance-segmentation-mask-rcnn</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/09-image-generation-gans</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/10-image-generation-diffusion</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/11-stable-diffusion</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/12-video-understanding</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/13-3d-vision-nerf</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/14-vision-transformers</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/15-real-time-edge</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/16-vision-pipeline-capstone</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/17-self-supervised-vision</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/18-open-vocab-clip</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/19-ocr-document-understanding</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/20-image-retrieval-metric</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/21-keypoint-pose</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/22-3d-gaussian-splatting</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/23-diffusion-transformers-rectified-flow</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/24-sam3-open-vocab-segmentation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/25-vision-language-models</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/26-monocular-depth</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/27-multi-object-tracking</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/04-computer-vision/28-world-models-video-diffusion</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/01-text-processing</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/02-bag-of-words-tfidf</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/03-word-embeddings-word2vec</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/04-glove-fasttext-subword</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/05-sentiment-analysis</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/06-named-entity-recognition</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/07-pos-tagging-parsing</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/08-cnns-rnns-for-text</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/09-sequence-to-sequence</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/10-attention-mechanism</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/11-machine-translation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/12-text-summarization</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/13-question-answering</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/14-information-retrieval-search</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/15-topic-modeling</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/16-text-generation-pre-transformer</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/17-chatbots-rule-to-neural</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/18-multilingual-nlp</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/19-subword-tokenization</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/20-structured-outputs-constrained-decoding</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/21-nli-textual-entailment</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/22-embedding-models-deep-dive</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/23-chunking-strategies-rag</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/24-coreference-resolution</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/25-entity-linking</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/26-relation-extraction-kg</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/27-llm-evaluation-frameworks</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/28-long-context-evaluation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/05-nlp-foundations-to-advanced/29-dialogue-state-tracking</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/01-audio-fundamentals</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/02-spectrograms-mel-features</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/03-audio-classification</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/04-speech-recognition-asr</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/05-whisper-architecture-finetuning</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/06-speaker-recognition-verification</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/07-text-to-speech</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/08-voice-cloning-conversion</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/09-music-generation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/10-audio-language-models</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/11-real-time-audio-processing</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/12-voice-assistant-pipeline</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/13-neural-audio-codecs</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/14-voice-activity-detection-turn-taking</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/15-streaming-speech-to-speech-moshi-hibiki</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/16-anti-spoofing-audio-watermarking</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/06-speech-and-audio/17-audio-evaluation-metrics</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/01-why-transformers</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/02-self-attention-from-scratch</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/03-multi-head-attention</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/04-positional-encoding</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/05-full-transformer</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/06-bert-masked-language-modeling</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/07-gpt-causal-language-modeling</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/08-t5-bart-encoder-decoder</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/09-vision-transformers</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/10-audio-transformers-whisper</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/11-mixture-of-experts</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/12-kv-cache-flash-attention</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/13-scaling-laws</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/14-build-a-transformer-capstone</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/15-attention-variants</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/07-transformers-deep-dive/16-speculative-decoding</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/01-generative-models-taxonomy-history</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/02-autoencoders-vae</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/03-gans-generator-discriminator</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/04-conditional-gans-pix2pix</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/05-stylegan</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/06-diffusion-ddpm-from-scratch</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/07-latent-diffusion-stable-diffusion</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/08-controlnet-lora-conditioning</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/09-inpainting-outpainting-editing</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/10-video-generation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/11-audio-generation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/12-3d-generation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/13-flow-matching-rectified-flows</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/14-evaluation-fid-clip-score</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/08-generative-ai/19-visual-autoregressive-var</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/01-mdps-states-actions-rewards</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/02-dynamic-programming</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/03-monte-carlo-methods</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/04-q-learning-sarsa</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/05-dqn</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/06-policy-gradients-reinforce</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/07-actor-critic-a2c-a3c</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/08-ppo</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/09-reward-modeling-rlhf</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/10-multi-agent-rl</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/11-sim-to-real-transfer</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/09-reinforcement-learning/12-rl-for-games</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/01-tokenizers</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/02-building-a-tokenizer</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/03-data-pipelines</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/04-pre-training-mini-gpt</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/05-scaling-distributed</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/06-instruction-tuning-sft</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/07-rlhf</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/08-dpo</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/09-constitutional-ai-self-improvement</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/10-evaluation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/11-quantization</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/12-inference-optimization</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/13-building-complete-llm-pipeline</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/14-open-models-architecture-walkthroughs</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/15-speculative-decoding-eagle3</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/16-differential-attention-v2</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/17-native-sparse-attention</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/18-multi-token-prediction</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/19-dualpipe-parallelism</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/20-deepseek-v3-walkthrough</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/21-jamba-hybrid-ssm-transformer</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/22-async-hogwild-inference</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/25-speculative-decoding</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/10-llms-from-scratch/34-gradient-checkpointing</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/01-prompt-engineering</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/02-few-shot-cot</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/03-structured-outputs</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/04-embeddings</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/05-context-engineering</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/06-rag</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/07-advanced-rag</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/08-fine-tuning-lora</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/09-function-calling</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/10-evaluation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/11-caching-cost</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/12-guardrails</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/13-production-app</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/14-model-context-protocol</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/15-prompt-caching</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/16-langgraph-state-machines</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/11-llm-engineering/17-agent-framework-tradeoffs</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/01-vision-transformer-patch-tokens</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/02-clip-contrastive-pretraining</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/03-blip2-qformer-bridge</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/04-flamingo-gated-cross-attention</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/05-llava-visual-instruction-tuning</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/06-any-resolution-patch-n-pack</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/07-open-weight-vlm-recipes</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/08-llava-onevision-single-multi-video</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/09-qwen-vl-family-dynamic-fps</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/10-internvl3-native-multimodal</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/11-chameleon-early-fusion-tokens</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/12-emu3-next-token-for-generation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/13-transfusion-autoregressive-diffusion</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/14-show-o-discrete-diffusion-unified</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/15-janus-pro-decoupled-encoders</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/16-mio-any-to-any-streaming</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/17-video-language-temporal-grounding</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/18-long-video-million-token</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/19-audio-language-whisper-to-af3</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/20-omni-models-thinker-talker</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/21-embodied-vlas-openvla-pi0-groot</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/22-document-diagram-understanding</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/23-colpali-vision-native-rag</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/24-multimodal-rag-cross-modal</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/12-multimodal-ai/25-multimodal-agents-computer-use</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/01-the-tool-interface</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/02-function-calling-deep-dive</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/03-parallel-and-streaming-tool-calls</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/04-structured-output</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/05-tool-schema-design</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/06-mcp-fundamentals</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/07-building-an-mcp-server</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/08-building-an-mcp-client</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/09-mcp-transports</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/10-mcp-resources-and-prompts</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/11-mcp-sampling</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/12-mcp-roots-and-elicitation</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/13-mcp-async-tasks</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/14-mcp-apps</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/15-mcp-security-tool-poisoning</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/16-mcp-security-oauth-2-1</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/17-mcp-gateways-and-registries</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/18-mcp-auth-production</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/19-a2a-protocol</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/20-opentelemetry-genai</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/21-llm-routing-layer</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/22-skills-and-agent-sdks</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/13-tools-and-protocols/23-capstone-tool-ecosystem</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/01-the-agent-loop</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/02-rewoo-plan-and-execute</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/03-reflexion-verbal-rl</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/04-tree-of-thoughts-lats</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/05-self-refine-and-critic</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/06-tool-use-and-function-calling</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/07-memory-virtual-context-memgpt</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/08-memory-blocks-sleep-time-compute</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/09-hybrid-memory-mem0</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/10-skill-libraries-voyager</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/11-planning-htn-and-evolutionary</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/12-anthropic-workflow-patterns</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/13-langgraph-stateful-graphs</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/14-autogen-actor-model</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/15-crewai-role-based-crews</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/16-openai-agents-sdk</loc>
<lastmod>2026-07-18T10:36:47.212Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/17-claude-agent-sdk</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/18-agno-and-mastra-runtimes</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/19-benchmarks-swebench-gaia</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/20-benchmarks-webarena-osworld</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/21-computer-use-agents</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/22-voice-agents-pipecat-livekit</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/23-otel-genai-conventions</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/24-agent-observability-platforms</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/25-multi-agent-debate</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/26-failure-modes-agentic</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/27-prompt-injection-defense</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/28-orchestration-patterns</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/29-production-runtimes</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/30-eval-driven-agent-development</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/31-agent-workbench-why-models-fail</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/32-minimal-agent-workbench</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/33-instructions-as-executable-constraints</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/34-repo-memory-and-state</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/35-initialization-scripts</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/36-scope-contracts</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/37-runtime-feedback-loops</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/38-verification-gates</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/39-reviewer-agent</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/40-multi-session-handoff</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/41-workbench-for-real-repos</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/14-agent-engineering/42-agent-workbench-capstone</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/01-long-horizon-agents</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/02-star-family-reasoning</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/03-alphaevolve-evolutionary-coding</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/04-darwin-godel-machine</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/05-ai-scientist-v2</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/06-automated-alignment-research</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/07-recursive-self-improvement</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/08-bounded-self-improvement</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/09-coding-agent-landscape</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/10-claude-code-permission-modes</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/11-browser-agents</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/12-durable-execution</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/13-cost-governors</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/14-kill-switches-canaries</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/15-propose-then-commit</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/16-checkpoints-rollback</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/17-constitutional-ai</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/18-llama-guard</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/19-anthropic-rsp</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/20-openai-preparedness-deepmind-fsf</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/21-metr-external-evaluation</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/15-autonomous-systems/22-cais-caisi-societal-risk</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/01-why-multi-agent</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/02-fipa-acl-heritage</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/03-communication-protocols</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/04-primitive-model</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/05-supervisor-orchestrator-pattern</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/06-hierarchical-architecture</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/07-society-of-mind-debate</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/08-role-specialization</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/09-parallel-swarm-networks</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/10-group-chat-speaker-selection</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/11-handoffs-and-routines</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/12-a2a-protocol</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/13-shared-memory-blackboard</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/14-consensus-and-bft</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/15-voting-debate-topology</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/16-negotiation-bargaining</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/17-generative-agents-simulation</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/18-theory-of-mind-coordination</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/19-swarm-optimization-pso-aco</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/20-marl-maddpg-qmix-mappo</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/21-agent-economies</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/22-production-scaling-queues-checkpoints</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/23-failure-modes-mast-groupthink</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/24-evaluation-coordination-benchmarks</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/16-multi-agent-and-swarms/25-case-studies-2026-sota</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/01-managed-llm-platforms</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/02-inference-platform-economics</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/03-gpu-autoscaling-kubernetes</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/04-vllm-serving-internals</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/05-eagle3-speculative-decoding</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/06-sglang-radixattention</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/07-tensorrt-llm-blackwell</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/08-inference-metrics-goodput</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/09-production-quantization</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/10-cold-start-mitigation</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/11-multi-region-kv-locality</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/12-edge-inference</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/13-llm-observability</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/14-prompt-semantic-caching</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/15-batch-apis</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/16-model-routing</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/17-disaggregated-prefill-decode</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/18-vllm-production-stack-lmcache</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/19-ai-gateways</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/20-shadow-canary-progressive</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/21-ab-testing-llm-features</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/22-load-testing-llm-apis</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/23-sre-for-ai</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/24-chaos-engineering-llm</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/25-security-secrets-audit</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/26-compliance-frameworks</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/27-finops-llms</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/17-infrastructure-and-production/28-self-hosted-serving-selection</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/01-instruction-following-alignment-signal</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/02-reward-hacking-goodhart</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/03-direct-preference-optimization-family</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/04-sycophancy-rlhf-amplification</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/05-constitutional-ai-rlaif</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/06-mesa-optimization-deceptive-alignment</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/07-sleeper-agents-persistent-deception</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/08-in-context-scheming-frontier-models</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/09-alignment-faking</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/10-ai-control-subversion</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/11-scalable-oversight-weak-to-strong</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/12-red-teaming-pair-automated-attacks</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/13-many-shot-jailbreaking</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/14-ascii-art-visual-jailbreaks</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/15-indirect-prompt-injection</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/16-red-team-tooling-garak-llamaguard-pyrit</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/17-wmdp-dual-use-evaluation</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/18-frontier-safety-frameworks-rsp-pf-fsf</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/19-model-welfare-research</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/20-bias-representational-harm</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/21-fairness-criteria-group-individual-counterfactual</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/22-differential-privacy-for-llms</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/23-watermarking-synthid-stable-signature-c2pa</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/24-regulatory-frameworks-eu-us-uk-korea</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/25-echoleak-cves-for-ai</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/26-model-system-dataset-cards</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/27-data-provenance-training-governance</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/28-alignment-research-ecosystem</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/29-moderation-systems-openai-perspective-llamaguard</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/18-ethics-safety-alignment/30-dual-use-risk-cyber-bio-chem-nuclear</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/01-terminal-native-coding-agent</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/02-rag-over-codebase</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/03-realtime-voice-assistant</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/04-multimodal-document-qa</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/05-autonomous-research-agent</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/06-devops-troubleshooting-agent</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/07-end-to-end-fine-tuning-pipeline</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/08-production-rag-chatbot</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/09-code-migration-agent</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/10-multi-agent-software-team</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/11-llm-observability-dashboard</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/12-video-understanding-pipeline</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/13-mcp-server-with-registry</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/14-speculative-decoding-server</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/15-constitutional-safety-harness</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/16-github-issue-to-pr-agent</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/17-personal-ai-tutor</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/20-agent-harness-loop-contract</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/21-tool-registry-schema-validation</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/22-jsonrpc-stdio-transport</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/23-function-call-dispatcher</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/24-plan-execute-control-flow</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/25-verification-gates-observation-budget</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/26-sandbox-runner-denylist</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/27-eval-harness-fixture-tasks</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/28-observability-otel-traces</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/29-end-to-end-coding-task-demo</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/30-bpe-tokenizer-from-scratch</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/31-tokenized-dataset-sliding-window</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/32-token-positional-embeddings</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/33-multihead-self-attention</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/34-transformer-block</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/35-gpt-model-assembly</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/36-training-loop-eval</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/37-loading-pretrained-weights</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/38-classifier-finetuning</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/39-instruction-tuning-sft</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/40-dpo-from-scratch</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/41-eval-pipeline</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/42-large-corpus-downloader</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/43-hdf5-tokenized-corpus</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/44-cosine-lr-warmup</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/45-gradient-clipping-amp</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/46-gradient-accumulation</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/47-checkpoint-save-resume</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/48-distributed-fsdp-ddp</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/49-lm-eval-harness</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/50-hypothesis-generator</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/51-literature-retrieval</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/52-experiment-runner</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/53-result-evaluator</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/54-paper-writer</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/55-critic-loop</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/56-iteration-scheduler</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/57-end-to-end-research-demo</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/58-vision-encoder-patches</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/59-vit-transformer</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/60-projection-layer-modality-align</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/61-cross-attention-fusion</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/62-vision-language-pretraining</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/63-multimodal-eval</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/64-chunking-strategies-advanced</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/65-hybrid-retrieval-bm25-dense</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/66-reranker-cross-encoder</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/67-query-rewriting-hyde</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/68-rag-eval-precision-recall</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/69-end-to-end-rag-system</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/70-task-spec-format</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/71-classical-metrics</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/72-code-exec-metric</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/73-perplexity-calibration</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/74-leaderboard-aggregation</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/75-end-to-end-eval-runner</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/76-collective-ops-from-scratch</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/77-data-parallel-ddp</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/78-zero-parameter-sharding</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/79-pipeline-parallel</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/80-checkpoint-sharded-resume</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/81-end-to-end-distributed-train</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/82-jailbreak-taxonomy</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/83-prompt-injection-detector</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/84-refusal-evaluation</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/85-content-classifier-integration</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/86-constitutional-rules-engine</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
<url>
<loc>https://www.interviewsvector.com/academy/roadmap/19-capstone-projects/87-end-to-end-safety-gate</loc>
<lastmod>2026-07-18T10:36:47.213Z</lastmod>
</url>
</urlset>
