Repository for the free online book Machine Learning from Scratch (link below!)
β1,300Aug 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:
- π Papers & tech blogs by companies sharing their work on data science & machine learning in production.β30,743Jul 18, 2024Updated 2 years ago
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. β¦β33,150Oct 15, 2023Updated 3 years ago
- Companion webpage to the book "Mathematics For Machine Learning"β16,176Mar 13, 2025Updated last year
- The fastai book, published as Jupyter Notebooksβ25,428Oct 12, 2026Updated 2 weeks ago
- A curated list of references for MLOpsβ14,254Nov 21, 2024Updated last year
- 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.
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including β¦β29,955Aug 18, 2024Updated 2 years ago
- Approaching (Almost) Any Machine Learning Problemβ8,404Mar 25, 2023Updated 3 years ago
- Python Data Science Handbook: full text in Jupyter Notebooksβ50,258Jun 26, 2024Updated 2 years ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphyβ7,170Updated this week
- π A ranked list of awesome machine learning Python libraries. Updated weekly.β23,848Updated this week
- NYU Deep Learning Spring 2020β6,812Jun 16, 2025Updated last year
- VIP cheatsheets for Stanford's CS 229 Machine Learningβ20,351May 20, 2020Updated 6 years ago
- π€ Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explainedβ24,843Nov 23, 2025Updated 11 months ago
- Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.β2,568Apr 2, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting β’ AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- "Probabilistic Machine Learning" - a book series by Kevin Murphyβ5,701Dec 10, 2025Updated 10 months ago
- AI-related tutorials. Access any of them for free β https://towardsai.net/editorialβ1,034May 4, 2024Updated 2 years ago
- Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.β9,858Jul 23, 2026Updated 3 months ago
- A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2026 without ANY background in the field β¦β5,308Jan 23, 2026Updated 9 months ago
- Collection of useful data science topics along with articles, videos, and codeβ4,214Dec 2, 2025Updated 10 months ago
- Interactive Tools for Machine Learning, Deep Learning and Mathβ2,890Aug 11, 2024Updated 2 years ago
- Learn how to develop, deploy and iterate on production-grade ML applications.β49,841Mar 4, 2026Updated 7 months ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningβ21,047Updated this week
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectβ¦β12,974Aug 22, 2026Updated 2 months ago
- Open source password manager - Proton Pass β’ AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- The "Python Machine Learning (3rd edition)" book code repositoryβ5,072Apr 19, 2023Updated 3 years ago
- π€ The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation toolsβ22,093Updated this week
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.β12,668Sep 23, 2026Updated last month
- The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.β2,040Jun 27, 2024Updated 2 years ago
- Study guides for MIT's 15.003 Data Science Toolsβ1,957Aug 23, 2020Updated 6 years ago
- Data science interview questions and answersβ10,218Sep 26, 2026Updated last month
- Classical equations and diagrams in machine learningβ8,044Jul 30, 2024Updated 2 years ago
- A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.β5,460Mar 15, 2023Updated 3 years ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra courseβ11,012Apr 16, 2024Updated 2 years 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.
- πΊ Discover the latest machine learning / AI courses on YouTube.β17,441Jan 22, 2024Updated 2 years ago
- An awesome Data Science repository to learn and apply for real world problems.β30,247Updated this week
- Book about interpretable machine learningβ5,403Jul 7, 2026Updated 3 months ago
- The "Python Machine Learning (2nd edition)" book code repository and info resourceβ7,203Oct 1, 2020Updated 6 years ago
- βοΈ DEPRECATED β See https://github.com/ageron/handson-ml3 or handson-mlp instead.β29,956May 19, 2026Updated 5 months ago
- π Sharing machine learning course / lecture notes.β6,692May 16, 2024Updated 2 years ago
- 50 scikit-learn tipsβ1,746Sep 5, 2022Updated 4 years ago