Repository for the free online book Machine Learning from Scratch (link below!)
β1,296Aug 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:
- π Papers & tech blogs by companies sharing their work on data science & machine learning in production.β30,105Jul 18, 2024Updated 2 years ago
- Companion webpage to the book "Mathematics For Machine Learning"β15,953Mar 13, 2025Updated last year
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. β¦β32,559Oct 15, 2023Updated 2 years ago
- A curated list of references for MLOpsβ14,180Nov 21, 2024Updated last year
- The fastai book, published as Jupyter Notebooksβ25,254Aug 16, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including β¦β29,511Aug 18, 2024Updated 2 years ago
- HTML challenge for Hacktoberfest 2020β201Apr 21, 2022Updated 4 years ago
- Approaching (Almost) Any Machine Learning Problemβ8,376Mar 25, 2023Updated 3 years ago
- Python Data Science Handbook: full text in Jupyter Notebooksβ49,768Jun 26, 2024Updated 2 years ago
- VIP cheatsheets for Stanford's CS 229 Machine Learningβ20,181May 20, 2020Updated 6 years ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphyβ7,131Feb 26, 2026Updated 6 months ago
- Interactive Tools for Machine Learning, Deep Learning and Mathβ2,883Aug 11, 2024Updated 2 years ago
- π A ranked list of awesome machine learning Python libraries. Updated weekly.β23,772Updated this week
- "Probabilistic Machine Learning" - a book series by Kevin Murphyβ5,655Dec 10, 2025Updated 8 months ago
- AI Agents on DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- NYU Deep Learning Spring 2020β6,808Jun 16, 2025Updated last year
- AI-related tutorials. Access any of them for free β https://towardsai.net/editorialβ1,026May 4, 2024Updated 2 years ago
- Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.β9,834Jul 23, 2026Updated last month
- Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.β2,563Apr 2, 2021Updated 5 years ago
- π€ The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation toolsβ21,888Updated this week
- Collection of useful data science topics along with articles, videos, and codeβ4,220Dec 2, 2025Updated 9 months ago
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.β12,637Jul 22, 2026Updated last month
- Study guides for MIT's 15.003 Data Science Toolsβ1,945Aug 23, 2020Updated 6 years ago
- Data science interview questions and answersβ10,138Aug 18, 2026Updated 2 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Learn how to develop, deploy and iterate on production-grade ML applications.β49,317Mar 4, 2026Updated 5 months ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectβ¦β12,939Aug 22, 2026Updated last week
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningβ20,885Updated this week
- π€ Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explainedβ24,783Nov 23, 2025Updated 9 months ago
- π Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Modelsβ3,252Updated this week
- The "Python Machine Learning (3rd edition)" book code repositoryβ5,051Apr 19, 2023Updated 3 years ago
- The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.β2,035Jun 27, 2024Updated 2 years ago
- 50 scikit-learn tipsβ1,744Sep 5, 2022Updated 3 years ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra courseβ10,964Apr 16, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.β5,447Mar 15, 2023Updated 3 years ago
- βοΈ DEPRECATED β See https://github.com/ageron/handson-ml3 or handson-mlp instead.β29,955May 19, 2026Updated 3 months ago
- Full Stack Deep Learning Online Courseβ926Sep 1, 2021Updated 5 years ago
- Roadmap to becoming a data engineer in 2021β12,747Jan 25, 2022Updated 4 years ago
- πΊ Discover the latest machine learning / AI courses on YouTube.β17,390Jan 22, 2024Updated 2 years ago
- An open access book on scientific visualization using python and matplotlibβ11,474Jan 4, 2026Updated 7 months ago
- An awesome Data Science repository to learn and apply for real world problems.β29,917Updated this week