Repository for the free online book Machine Learning from Scratch (link below!)
☆1,300Aug 30, 2023Updated 3 years ago
Alternatives and similar repositories for mlbook
Users that are interested in mlbook are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆30,517Jul 18, 2024Updated 2 years ago
- Companion webpage to the book "Mathematics For Machine Learning"☆16,104Mar 13, 2025Updated last year
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. …☆32,961Oct 15, 2023Updated 2 years ago
- A curated list of references for MLOps☆14,231Nov 21, 2024Updated last year
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆29,799Aug 18, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- The fastai book, published as Jupyter Notebooks☆25,372Sep 13, 2026Updated 3 weeks ago
- Approaching (Almost) Any Machine Learning Problem☆8,391Mar 25, 2023Updated 3 years ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆50,123Jun 26, 2024Updated 2 years ago
- VIP cheatsheets for Stanford's CS 229 Machine Learning☆20,300May 20, 2020Updated 6 years ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,164Feb 26, 2026Updated 7 months ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,844Updated this week
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,687Dec 10, 2025Updated 9 months ago
- Interactive Tools for Machine Learning, Deep Learning and Math☆2,890Aug 11, 2024Updated 2 years ago
- NYU Deep Learning Spring 2020☆6,809Jun 16, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- AI-related tutorials. Access any of them for free → https://towardsai.net/editorial☆1,032May 4, 2024Updated 2 years ago
- Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.☆9,851Jul 23, 2026Updated 2 months ago
- Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.☆2,567Apr 2, 2021Updated 5 years ago
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆22,044Updated this week
- Collection of useful data science topics along with articles, videos, and code☆4,214Dec 2, 2025Updated 10 months ago
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,656Sep 23, 2026Updated 2 weeks ago
- Study guides for MIT's 15.003 Data Science Tools☆1,953Aug 23, 2020Updated 6 years ago
- Data science interview questions and answers☆10,176Sep 26, 2026Updated 2 weeks ago
- Learn how to develop, deploy and iterate on production-grade ML applications.☆49,708Mar 4, 2026Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,956Aug 22, 2026Updated last month
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,987Updated this week
- 50 scikit-learn tips☆1,747Sep 5, 2022Updated 4 years ago
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆24,813Nov 23, 2025Updated 10 months ago
- 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models☆3,260Updated this week
- The "Python Machine Learning (3rd edition)" book code repository☆5,067Apr 19, 2023Updated 3 years ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,994Apr 16, 2024Updated 2 years ago
- A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.☆5,456Mar 15, 2023Updated 3 years ago
- The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.☆2,039Jun 27, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆29,955May 19, 2026Updated 4 months ago
- Full Stack Deep Learning Online Course☆931Sep 1, 2021Updated 5 years ago
- Roadmap to becoming a data engineer in 2021☆12,759Jan 25, 2022Updated 4 years ago
- 📺 Discover the latest machine learning / AI courses on YouTube.☆17,431Jan 22, 2024Updated 2 years ago
- An awesome Data Science repository to learn and apply for real world problems.☆30,126Updated this week
- An open access book on scientific visualization using python and matplotlib☆11,610Jan 4, 2026Updated 9 months ago
- Classical equations and diagrams in machine learning☆8,044Jul 30, 2024Updated 2 years ago