mrdbourke / machine-learning-roadmap
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
☆7,638Updated 2 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
- Awesome free machine learning and AI courses with video lectures.☆2,909Updated 3 months ago
- WIP: Roadmap to becoming a machine learning engineer in 2020☆2,150Updated 3 years ago
- Toturials coming with the "data science roadmap" picture.☆7,103Updated last month
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆4,800Updated last year
- Companion webpage to the book "Mathematics For Machine Learning"☆13,910Updated 2 weeks ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆27,851Updated 8 months ago
- 📺 Discover the latest machine learning / AI courses on YouTube.☆16,409Updated last year
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,430Updated last year
- Roadmap to becoming a data engineer in 2021☆12,577Updated 3 years ago
- Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas☆8,211Updated 2 years ago
- A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep☆3,945Updated 7 months ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆10,480Updated last year
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆19,862Updated this week
- https://huyenchip.com/ml-interviews-book/☆3,656Updated last week
- This repository is a compilation of free resources for learning Data Science.☆5,105Updated 8 months ago
- A curated list of data engineering tools for software developers☆7,228Updated 2 weeks ago
- 🎓 Sharing machine learning course / lecture notes.☆6,140Updated 10 months ago
- A log of things I'm learning☆6,483Updated last month
- Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.☆2,541Updated 4 years ago
- Carefully curated resource links for data science in one place☆3,031Updated 7 months ago
- 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo☆1,694Updated 4 months ago
- A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field …☆4,691Updated last week
- A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep …☆3,846Updated 2 weeks ago
- The "Python Machine Learning (3rd edition)" book code repository☆4,771Updated last year
- 500 AI Machine learning Deep learning Computer vision NLP Projects with code☆22,708Updated 8 months ago
- The Data Engineering Cookbook☆14,162Updated last week
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"☆9,368Updated last year
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆23,383Updated 4 months ago
- All You Need to Know About Deep Learning - A kick-starter☆4,622Updated 2 years ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,527Updated 5 months ago