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.
☆7,677Updated 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
Sorting:
- This repository is a compilation of free resources for learning Data Science.☆5,116Updated last month
- 📊 Path to a free self-taught education in Data Science!☆19,820Updated 2 weeks ago
- Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.☆2,546Updated 4 years ago
- Toturials coming with the "data science roadmap" picture.☆7,153Updated 3 months ago
- Roadmap to becoming a data engineer in 2021☆12,637Updated 3 years ago
- 🎓 Sharing machine learning course / lecture notes.☆6,203Updated last year
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"☆9,433Updated 2 years ago
- Study guides for MIT's 15.003 Data Science Tools☆1,849Updated 4 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,465Updated last year
- Machine Learning Notebooks☆3,375Updated last year
- This repo contains annotated research papers that I found really good and useful☆2,739Updated 3 months ago
- 50 scikit-learn tips☆1,731Updated 2 years ago
- WIP: Roadmap to becoming a machine learning engineer in 2020☆2,166Updated 3 years ago
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)☆7,355Updated 7 months ago
- https://huyenchip.com/ml-interviews-book/☆3,717Updated 2 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆27,969Updated 10 months ago
- A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field …☆4,768Updated last month
- Learn ML engineering for free in 4 months!☆10,385Updated 2 months ago
- Tutorials, assignments, and competitions for MIT Deep Learning related courses.☆10,299Updated last year
- Repository for the free online book Machine Learning from Scratch (link below!)☆1,219Updated last year
- A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, …☆9,508Updated 3 weeks ago
- Awesome free machine learning and AI courses with video lectures.☆2,941Updated 5 months ago
- A proof-of-concept jupyter extension which converts english queries into relevant python code☆2,090Updated last year
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,852Updated 2 years ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆4,841Updated last year
- VIP cheatsheets for Stanford's CS 229 Machine Learning☆18,202Updated 5 years ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆10,932Updated last year
- 📺 Discover the latest machine learning / AI courses on YouTube.☆16,576Updated last year
- A collection of scientific methods, processes, algorithms, and systems to build stories & models.☆3,564Updated this week
- The "Python Machine Learning (3rd edition)" book code repository☆4,821Updated 2 years ago