What's Changed

• Add Polars to Miscellaneous Tools by @CarlosAlbertoFurtado in #542
• Add WFGY ProblemMap – 16 failure patterns for LLM and RAG pipelines by @onestardao in #543
• Add MetaReview to Visualization Tools by @TerryFYL in #545
• Add xonsh shell to the list of tools by @anki-code in #546
• Add DuckDB and Metabase to the list by @CarlosAlbertoFurtado in #548
• Add AI Displacement Tracker dataset by @noahaust2 in #547
• Add dna-claude-analysis to Miscellaneous Tools by @shmlkv in #549
• Add GBIF and FAOSTAT open datasets by @stuckvgn in #550
• Add Deploybase by @nicalevras in #552
• Add Frostbyte MCP to Agents > Tools section by @Robocular in #553
• Add CiteMe to Miscellaneous Tools by @danielnichiata96 in #554
• Add FirstData to Datasets by @firstdata-dev in #557
• fix: update GitHub Actions and fix deprecated CDN links by @Oshgig in #555
• Add BGPT MCP to Agents > Research & Knowledge Retrieval by @connerlambden in #544
• fix: update CI configuration and remove analytics script by @Godswill-code in #556
• Add Arch Tools to Tools section by @Deesmo in #558
• Add DeepAnalyze to the tools list in README by @zhangshaolei1998 in #559
• Add Awesome Evidence Synthesis to Other Awesome Lists by @aurumz-rgb in #567
• Add AI Weekly to newsletter/resource list by @alexisdufresne in #568
• Add TabGAN - synthetic tabular data generation with GANs, Diffusion, and LLMs by @Diyago in #569
• Add Chain of Thought podcast by @conorbronsdon in #570
• Add latamdata-py – Python package for Latin American research datasets by @juanmoisesd in #573
• Add Techpresso newsletter by @Nadeus in #571

New Contributors

• @CarlosAlbertoFurtado made their first contribution in #542
• @onestardao made their first contribution in #543
• @TerryFYL made their first contribution in #545
• @anki-code made their first contribution in #546
• @noahaust2 made their first contribution in #547
• @shmlkv made their first contribution in #549
• @stuckvgn made their first contribution in #550
• @nicalevras made their first contribution in #552
• @Robocular made their first contribution in #553
• @danielnichiata96 made their first contribution in #554
• @firstdata-dev made their first contribution in #557
• @Oshgig made their first contribution in #555
• @connerlambden made their first contribution in #544
• @Godswill-code made their first contribution in #556
• @Deesmo made their first contribution in #558
• @zhangshaolei1998 made their first contribution in #559
• @aurumz-rgb made their first contribution in #567
• @alexisdufresne made their first contribution in #568
• @Diyago made their first contribution in #569
• @conorbronsdon made their first contribution in #570
• @juanmoisesd made their first contribution in #573
• @Nadeus made their first contribution in #571

Full Changelog: v2026.02.03.1...v2026.04.01.1

What's Changed

• Add "The Math Behind Artificial Intelligence" to Books section by @tiagomonteiro0715 in #540

New Contributors

• @tiagomonteiro0715 made their first contribution in #540

Full Changelog: v2026.01.24.1...v2026.02.03.1

What's Changed

• Add new resources and links to README.md by @notesjor in #537

Full Changelog: v2025.12.31.1...v2026.01.24.1

What's Changed

• Add InterpretML to machine learning tools list by @paulbkoch in #526
• Update README with modern data mining algorithms by @amarjithanand in #527
• Add Desbordante to machine learning tools list by @chernishev in #528
• Add RunMat to Miscellaneous Tools by @finrunsfar in #530
• Add ADK-Rust to Agents Frameworks section by @jkmaina in #532
• Added Turbostream to the Misc tool list by @manasmudbari in #534
• added a new book and its link in the Readme file by @23f2004661 in #531
• Fix README formatting / typo by @kamakshipal1-tech in #533
• Add jSciPy to General Machine Learning Packages by @hissain in #535

New Contributors

• @paulbkoch made their first contribution in #526
• @amarjithanand made their first contribution in #527
• @chernishev made their first contribution in #528
• @finrunsfar made their first contribution in #530
• @jkmaina made their first contribution in #532
• @manasmudbari made their first contribution in #534
• @23f2004661 made their first contribution in #531
• @kamakshipal1-tech made their first contribution in #533
• @hissain made their first contribution in #535

Full Changelog: v2025.11.03.1...v2025.12.31.1

What's Changed

• Add Hugging Face Datasets in Datasets section by @Aaditya-Chunekar in #516
• hacktoberfest: Add DataCamp Cheatsheets link to README by @Aaditya-Chunekar in #517
• great learning by @rahulguggilam in #519
• Code acadamey course by @rahulguggilam in #520
• added mlu website by @rahulguggilam in #521
• Add CampusX YouTube channel link to README by @shail-patel-321 in #522
• evidently-ai added by @harshverma4028 in #509
• Add Google Advanced Data Analytics Certificate resource link to MOOC's by @mayenbk in #523
• Add WorldQuant University to Intensive Programs list by @Aaditya-Chunekar in #524

New Contributors

• @Aaditya-Chunekar made their first contribution in #516
• @rahulguggilam made their first contribution in #519
• @shail-patel-321 made their first contribution in #522
• @harshverma4028 made their first contribution in #509
• @mayenbk made their first contribution in #523

Full Changelog: v2025.10.21.1...v2025.11.03.1

What's Changed

• Added Grokking Bayes to Books by @stjepanjurekovic in #500
• Add 'Machine Learning Q and AI' to books by @vitoriapena in #501
• Add Hugging Face by @fakturk in #506
• add Google Dataset Search by @fakturk in #504
• Clean Duplicates by @fakturk in #505
• fix broken link for t-SNE by @fakturk in #507
• remove https://usgovxml.com/ by @fakturk in #503
• remove https://spenczar.com/ by @fakturk in #502
• feat: Add Channel Serrano.Academy link to README by @Jvictorvieira in #508
• Add links to additional data science resources by @hans-r7 in #510
• Add Chinese-Elite by @anonym-g in #511
• Add the "Awesome Data Analysis" repository to the "Other Awesome Lists" section. by @PavelGrigoryevDS in #512

New Contributors

• @vitoriapena made their first contribution in #501
• @Jvictorvieira made their first contribution in #508
• @hans-r7 made their first contribution in #510
• @anonym-g made their first contribution in #511
• @PavelGrigoryevDS made their first contribution in #512

Full Changelog: v2025.09.13.1...v2025.10.21.1

What's Changed

• Add FinancialData.Net to Datasets by @financialdatanet in #493
• Add Codeflash by @somya-codeflash in #494

New Contributors

• @financialdatanet made their first contribution in #493
• @somya-codeflash made their first contribution in #494

Full Changelog: v2025.08.18.1...v2025.09.13.1

What's Changed

• Added one useful resource by @Paras-96 in #470
• Added two useful resource by @Paras-96 in #471
• Added two useful resource by @Paras-96 in #472
• Added dataset: "250k+ Job Postings" by @joergrech in #480
• Added one useful resource by @Paras-96 in #478
• Add PerpetualBooster by @deadsoul44 in #484
• Added one useful resource by @Paras-96 in #483
• Adding skrub package by @rcap107 in #489
• Update README.md - Added tool for Agent Simulation, Eval and Observab… by @akmadan in #490
• Added three useful resource by @Paras-96 in #488
• add library to general machine learning list by @solegalli in #492

New Contributors

• @joergrech made their first contribution in #480
• @deadsoul44 made their first contribution in #484
• @rcap107 made their first contribution in #489
• @akmadan made their first contribution in #490
• @solegalli made their first contribution in #492

Full Changelog: v2025.01.02.1...v2025.08.18.1

What's Changed

• Add Opik by @anmorgan24 in #446
• Add data science skill tree to MOOCs section by @sjtushi in #450
• Add ML packages and misc tools by @kevin1kevin1k in #451
• added Hamilton by @zilto in #453
• Added one useful resource by @Paras-96 in #452
• Added a new and important resource by @rashi07dashore in #454
• Data science in Java- Added new resource by @rashi07dashore in #455
• Add "The Analytics Engineering Podcast" to Podcasts section by @makifdb in #456
• Add new data science comics resources by @makifdb in #457
• Add two mooc resources by @sailxjx in #460
• Added two useful resource by @Paras-96 in #463
• Added one useful resource by @Paras-96 in #465
• 466 check and fix removed and altered links by @fakturk in #467
• Update LICENSE, fix copyright license year by @JasonnnW3000 in #468

New Contributors

• @sjtushi made their first contribution in #450
• @kevin1kevin1k made their first contribution in #451
• @zilto made their first contribution in #453
• @rashi07dashore made their first contribution in #454
• @makifdb made their first contribution in #456
• @sailxjx made their first contribution in #460
• @JasonnnW3000 made their first contribution in #468

Full Changelog: v2024.08.29.1...v2025.01.02.1

What's Changed

• Book: Unifying Business, Data, and Code (O'Reilly) by @jviotti in #444

New Contributors

• @jviotti made their first contribution in #444

Full Changelog: v2024.07.01.1...v2024.08.29.1