Sign in
← Back to search
github Actively maintained

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.

1 awesome list

Quick read

Stars
7,893
Forks
1,168
Open issues
12
Commits
12

Activity and growth

Latest capture 2026-08-24 03:07

Stars · last 7 days
No history
Commits · last 7 days
No history
Stars since tracking
+31
Stored snapshots
8

Classification

Topics

#data #data-science #deep-learning #machine-learning

Metadata

License
MIT
Default branch
master
Created
2020-07-09
First commit
2020-07-09
Last pushed
2022-12-08
GitHub updated
2026-08-15
Last synced
2026-08-24 03:07
Stack scanned
2026-08-24 03:07
Archived
No
Sign in to like mrdbourke/machine-learning-roadmap
README View on GitHub

AI development signals

0 paths

Agent instructions and tool configuration found in this repository.

No config files detected.

Growth history

Tracked growth

8 observed captures since 2026-05-22. Observed captures are shown by default.

Stars from first capture +31

Chart data

Observed captures only

Time horizon

All tracked data

Custom date range

Stars history

Observed snapshots

Commits history

Observed snapshots

Similar repositories

Nearest indexed repositories by embedding similarity.

aurimas13/Machine-Learning-Goodness

The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.

285 stars
Jupyter Notebook 2 awesome lists

iffiX/machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

419 stars
Python 1 awesome list

microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

88,914 stars
Jupyter Notebook 1 awesome list

nilbuild/developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

363,424 stars
TypeScript 1 awesome list