A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
☆7,854Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for machine-learning-roadmap
Users that are interested in machine-learning-roadmap are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A mindmap summarising Deep Learning concepts.☆1,708May 14, 2019Updated 7 years ago
- A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.☆6,253May 30, 2020Updated 5 years ago
- Roadmap to becoming an Artificial Intelligence Expert in 2022☆30,967Sep 12, 2025Updated 8 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,857Jul 18, 2024Updated last year
- Comprehensive Python Cheatsheet☆38,393Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- WIP: Roadmap to becoming a machine learning engineer in 2020☆2,206Sep 16, 2021Updated 4 years ago
- Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐ ️ #1 Trending on MadeWithML.com …☆967Mar 6, 2023Updated 3 years ago
- Toturials coming with the "data science roadmap" picture.☆7,352Feb 11, 2025Updated last year
- All course materials for the Zero to Mastery Machine Learning and Data Science course.☆5,029Oct 30, 2024Updated last year
- All You Need to Know About Deep Learning - A kick-starter☆4,637Dec 22, 2022Updated 3 years ago
- Learn how to develop, deploy and iterate on production-grade ML applications.☆47,671Mar 4, 2026Updated 2 months ago
- Roadmap to becoming a data engineer in 2021☆12,752Jan 25, 2022Updated 4 years ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆29,933Mar 19, 2026Updated 2 months ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,529May 11, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- UP - DOWN - LEFT - RIGHT movement tracking.☆368Jul 29, 2020Updated 5 years ago
- All course materials for the Zero to Mastery Deep Learning with TensorFlow course.☆5,900Aug 19, 2024Updated last year
- GraphQL first full-stack starter kit with Node, React. Powered by TypeScript☆1,198Nov 7, 2021Updated 4 years ago
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆24,520Nov 23, 2025Updated 5 months ago
- A complete computer science study plan to become a software engineer.☆346,906Aug 28, 2025Updated 8 months ago
- A curated list of references for MLOps☆13,906Nov 21, 2024Updated last year
- Awesome free machine learning and AI courses with video lectures.☆3,078Dec 12, 2024Updated last year
- Best Practices, code samples, and documentation for Computer Vision.☆9,852Feb 16, 2024Updated 2 years ago
- All Algorithms implemented in Python☆221,021May 4, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,496Nov 27, 2022Updated 3 years ago
- The fastai book, published as Jupyter Notebooks☆24,955Aug 16, 2024Updated last year
- An awesome Data Science repository to learn and apply for real world problems.☆29,183May 10, 2026Updated last week
- The goal of this project is to enable users to create cool web demos using the newly released OpenAI GPT-3 API with just a few lines of P…☆2,875Oct 4, 2023Updated 2 years ago
- A curated list of awesome Machine Learning frameworks, libraries and software.☆72,491May 12, 2026Updated last week
- Companion webpage to the book "Mathematics For Machine Learning"☆15,476Mar 13, 2025Updated last year
- 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all☆85,754May 8, 2026Updated last week
- 500 AI Machine learning Deep learning Computer vision NLP Projects with code☆33,557Aug 1, 2025Updated 9 months ago
- 📊 Path to a free self-taught education in Data Science!☆21,200May 13, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A log of things I'm learning☆6,865May 3, 2026Updated 2 weeks ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,467May 7, 2026Updated last week
- 🎓 Path to a free self-taught education in Computer Science!☆203,753Apr 21, 2026Updated 3 weeks ago
- Interactive roadmaps, guides and other educational content to help developers grow in their careers.☆354,847Updated this week
- 100 Days of ML Coding☆51,028Dec 29, 2023Updated 2 years ago
- 📺 Discover the latest machine learning / AI courses on YouTube.☆17,194Jan 22, 2024Updated 2 years ago
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,510May 11, 2026Updated last week