mrdbourke / machine-learning-roadmapLinks
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
☆7,789Updated 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
Sorting:
- WIP: Roadmap to becoming a machine learning engineer in 2020☆2,204Updated 4 years ago
- Awesome free machine learning and AI courses with video lectures.☆3,055Updated last year
- All You Need to Know About Deep Learning - A kick-starter☆4,645Updated 3 years ago
- A mindmap summarising Deep Learning concepts.☆1,711Updated 6 years ago
- The Ultimate FREE Machine Learning Study Plan☆3,160Updated last year
- A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2026 without ANY background in the field …☆5,182Updated 2 weeks ago
- Toturials coming with the "data science roadmap" picture.☆7,340Updated 11 months ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆4,986Updated 2 years ago
- Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas☆8,916Updated 2 years ago
- Awesome AI Learning with +100 AI Cheat-Sheets, Free online Books, Top Courses, Best Videos and Lectures, Papers, Tutorials, +99 Researche…☆1,792Updated 2 years ago
- A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.☆6,256Updated 5 years ago
- This is Andrew NG Coursera Handwritten Notes.☆3,580Updated 6 months ago
- Repository for the free online book Machine Learning from Scratch (link below!)☆1,294Updated 2 years ago
- Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.☆2,563Updated 4 years ago
- A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and cod…☆2,242Updated 4 years ago
- Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources o…☆1,636Updated 2 months ago
- this is for myself, development roadmap☆170Updated last year
- UP - DOWN - LEFT - RIGHT movement tracking.☆368Updated 5 years ago
- Roadmap to becoming a Machine Learning developer in 2020☆455Updated 6 years ago
- 📺 Discover the latest machine learning / AI courses on YouTube.☆17,091Updated 2 years ago
- A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, pro…☆1,561Updated 3 years ago
- VIP cheatsheets for Stanford's CS 229 Machine Learning☆19,219Updated 5 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,602Updated 7 months ago
- Roadmap to becoming a data engineer in 2021☆12,742Updated 4 years ago
- Study guides for MIT's 15.003 Data Science Tools☆1,900Updated 5 years ago
- Companion webpage to the book "Mathematics For Machine Learning"☆15,024Updated 10 months ago
- https://huyenchip.com/ml-interviews-book/☆4,501Updated 10 months ago
- Collection of useful data science topics along with articles, videos, and code☆4,175Updated 2 months ago
- VIP cheatsheets for Stanford's CS 221 Artificial Intelligence☆2,897Updated 6 years ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆9,955Updated 2 years ago