ML-For-Beginners by Microsoft

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

created at March 3, 2021, 1:34 a.m.

741 +8

38,729 +194

7,613 +77

machine-learning-for-software-engineers by ZuzooVn

A complete daily plan for studying to become a machine learning engineer.

created at Oct. 9, 2016, 9:20 p.m.

1,563 +1

25,967 +15

6,050 +6

applied-ml by eugeneyan

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

created at July 4, 2020, 6:57 p.m.

850 +0

20,155 +52

2,837 +10

homemade-machine-learning by trekhleb

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

created at Nov. 1, 2018, 4:34 a.m.

936 +1

19,402 +42

3,632 +4

Data-Science-For-Beginners by Microsoft

10 Weeks, 20 Lessons, Data Science for All!

created at March 3, 2021, 4:30 p.m.

320 +6

15,248 +208

2,506 +40

fastbook by fastai

The fastai book, published as Jupyter Notebooks

created at Feb. 28, 2020, 7:26 p.m.

474 +0

15,198 +39

5,594 +22

data-science by ossu

Path to a free self-taught education in Data Science!

created at June 19, 2016, 3:15 p.m.

930 +0

15,086 +47

2,635 +3

d2l-en by d2l-ai

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

created at Oct. 9, 2018, 1:04 a.m.

339 -2

13,807 +86

3,164 +9

stanford-cs-229-machine-learning by afshinea

VIP cheatsheets for Stanford's CS 229 Machine Learning

created at Aug. 4, 2018, 11:01 p.m.

680 +0

13,678 +32

3,349 +7

awesome-production-machine-learning by EthicalML

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

created at Aug. 15, 2018, 2:28 p.m.

443 +2

11,806 +54

1,662 +7

annotated_deep_learning_paper_implementations by labmlai

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

created at Aug. 25, 2020, 2:29 a.m.

202 +3

9,723 +202

962 +29

awesome-mlops by visenger

A curated list of references for MLOps

created at March 3, 2020, 11:37 a.m.

318 -1

8,168 +79

1,278 +10

pymc by pymc-devs

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

created at Feb. 20, 2015, 5:12 p.m.

230 -1

6,731 +22

1,613 +6

awful-ai by daviddao

😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness

created at March 27, 2018, 3:30 p.m.

287 +1

6,047 +2

213 +0

datascience by r0f1

Curated list of Python resources for data science.

created at Nov. 22, 2018, 9:21 a.m.

143 +0

3,356 +18

573 +5

cog by replicate

Containers for machine learning

created at Feb. 26, 2021, 11:43 p.m.

27 +0

2,550 +19

83 +3

thinc by explosion

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

created at Oct. 16, 2014, 4:34 p.m.

83 +0

2,536 +0

253 +0

Bayesian-Modelling-in-Python by markdregan

A python tutorial on bayesian modeling techniques (PyMC3)

created at Sept. 10, 2015, 2:27 p.m.

163 +0

2,368 +1

402 +0

machine-learning-experiments by trekhleb

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

created at Nov. 14, 2019, 6:50 a.m.

52 +1

1,281 +6

228 +3

Andrew-NG-Notes by ashishpatel26

This is Andrew NG Coursera Handwritten Notes.

created at June 8, 2019, 12:44 p.m.

17 +1

990 +23

437 +3