๐งฎ A collection of resources to learn mathematics for machine learning
โ5,788Jan 24, 2023Updated 3 years ago
Alternatives and similar repositories for Mathematics-for-ML
Users that are interested in Mathematics-for-ML are comparing it to the libraries listed below
Sorting:
- ๐ Sharing machine learning course / lecture notes.โ6,397May 16, 2024Updated last year
- ๐บ Discover the latest machine learning / AI courses on YouTube.โ17,111Jan 22, 2024Updated 2 years ago
- Machine Learning Notebooksโ3,436Apr 9, 2024Updated last year
- ๐ A ranked list of awesome machine learning Python libraries. Updated weekly.โ23,257Feb 26, 2026Updated last week
- Explanation to key concepts in MLโ8,532Jun 30, 2025Updated 8 months ago
- Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Scienceโ4,591Nov 20, 2024Updated last year
- ๐ Papers & tech blogs by companies sharing their work on data science & machine learning in production.โ28,706Jul 18, 2024Updated last year
- A collection of resources to learn about MLOPs.โ973Feb 26, 2023Updated 3 years ago
- Companion webpage to the book "Mathematics For Machine Learning"โ15,093Mar 13, 2025Updated 11 months ago
- ๐ง A study guide to learn about Transformersโ1,626Jun 3, 2023Updated 2 years ago
- 10 Weeks, 20 Lessons, Data Science for All!โ34,137Updated this week
- Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.โ7,600Mar 14, 2024Updated last year
- 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for allโ84,147Updated this week
- Pen and paper exercises in machine learningโ2,621May 21, 2024Updated last year
- List of Computer Science courses with video lectures.โ76,356Feb 21, 2026Updated 2 weeks ago
- Free MLOps course from DataTalks.Clubโ14,279Dec 1, 2025Updated 3 months ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.โ12,410Aug 31, 2023Updated 2 years ago
- 500 AI Machine learning Deep learning Computer vision NLP Projects with codeโ32,029Aug 1, 2025Updated 7 months ago
- A curated list of references for MLOpsโ13,717Nov 21, 2024Updated last year
- Roadmap to becoming an Artificial Intelligence Expert in 2022โ30,767Sep 12, 2025Updated 5 months ago
- A Comprehensive Roadmap to Mathematicsโ3,354Dec 29, 2024Updated last year
- A curated list of awesome mathematics resourcesโ13,515Updated this week
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including โฆโ28,302Aug 18, 2024Updated last year
- ๐ A study guide to learn about Graph Neural Networks (GNNs)โ1,274Jan 6, 2023Updated 3 years ago
- 200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.โ2,332Dec 9, 2025Updated 2 months ago
- Learn ML engineering for free in 4 months! Register here ๐๐ผโ12,707Dec 27, 2025Updated 2 months ago
- ๐งฎ Path to a free self-taught education in Mathematics!โ8,467Dec 31, 2025Updated 2 months ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.โ4,982Sep 22, 2023Updated 2 years ago
- Code for A Programmer's Introduction to Mathematicsโ3,646Mar 4, 2023Updated 3 years ago
- ๐ค Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explainedโ24,287Nov 23, 2025Updated 3 months ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.โ46,548Aug 18, 2024Updated last year
- ๐ Collection of Kaggle Solutions and Ideas ๐โ6,345Feb 5, 2026Updated last month
- Neural Networks: Zero to Heroโ20,598Aug 18, 2024Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningโ20,200Updated this week
- "Probabilistic Machine Learning" - a book series by Kevin Murphyโ5,515Dec 10, 2025Updated 2 months ago
- Machine Learning Engineering Open Bookโ17,286Feb 21, 2026Updated 2 weeks ago
- ๐ฅHighlighting the top ML papers every week.โ12,248Jul 20, 2025Updated 7 months ago
- A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2026 without ANY background in the field โฆโ5,203Jan 23, 2026Updated last month
- A curated list of awesome Machine Learning frameworks, libraries and software.โ71,795Jan 29, 2026Updated last month