User Experience on mobile might not be great yet, but I'm working on it.

Your first time on this page? Allow me to give some explanations.

Awesome Dive into Machine Learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

Here you can see meta information about this topic like the time we last updated this page, the original creator of the awesome list and a link to the original GitHub repository.

Last Update: May 19, 2022, 10:04 p.m.

Thank you hangtwenty & contributors
View Topic on GitHub:
hangtwenty/dive-into-machine-learning

Search for resources by name or description.
Simply type in what you are looking for and the results will be filtered on the fly.

Further filter the resources on this page by type (repository/other resource), number of stars on GitHub and time of last commit in months.

Related to machine learning

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

5.82K
207
12m
n/a

Promoting Solutions that Improve Wellbeing, Freedom and Society

2.13K
112
7m
CC0-1.0

newsletter — "a non-profit research and advocacy organization that is committed to watch, unpack and analyze automated decision-making (ADM) systems and their impact on society."

Code against climate change

The mission of Project Drawdown is to help the world reach “Drawdown”— the point in the future when levels of greenhouse gases in the atmosphere stop climbing and start to steadily decline, thereby stopping catastrophic climate change — as quickly, safely, and equitably as possible.

147
68
80d
n/a

"What can I do about the climate crisis?" Here are 326 things you can do.

1K
102
6m
n/a

🌏 A curated list of tech projects against climate change - hoping to inspire disruptive technological climate action!

161
6
1y 7m
n/a

A curated list of open technology projects to sustain a stable climate, energy supply, and vital natural resources.

902
84
6m
CC0-1.0

Dive into Machine Learning

100% free and interactive Python course for beginners

675
59
117d
MIT

This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

635
83
10m
MIT

If you prefer local installation

Cloud-based options

A curated list of awesome Jupyter projects, libraries and resources

2.6K
326
115d
CC-BY-SA-4.0

🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.

344
42
6m
CC-BY-SA-4.0

Let's go!

Jargon note

Explore another notebook

Code Repository for Machine Learning with PyTorch and Scikit-Learn

393
74
83d
MIT

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

5.14K
1.92K
1y 7m
n/a

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

1.13K
198
9m
MIT

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

18.48K
3.44K
11m
MIT

Jupyter metapackage for installation, docs and chat

12.91K
3.33K
6m
BSD-3-Clause

Tips for this course

Tips for studying on a busy schedule

advocate the learn-by-doing approach, as we're doing here. You'll get various other tips that are easy to apply, but go a long way to make your time investment more effective.

reviews) — "We all have what it takes to excel in areas that don't seem to come naturally to us at first"

Other courses

10 Weeks, 20 Lessons, Data Science for All!

7.86K
1.17K
4m
MIT

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

28.37K
5.76K
4m
MIT

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

13.96K
2.46K
4m
n/a

VIP cheatsheets for Stanford's CS 229 Machine Learning

12.86K
3.15K
2y 0d
MIT

the best machine learning tutorials on the web

428
252
11y 25d
n/a

machine learning and deep learning tutorials, articles and other resources

11.62K
3.45K
7m
CC0-1.0

Some communities to know about!

Supplement: Learning Pandas well

Supplement: Troubleshooting

Risks - some starting points

Peer review

Production, Deployment,

This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

635
83
10m
MIT

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

10.26K
1.42K
7m
MIT

This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.

28
5
6m
CC0-1.0

A curated list of references for MLOps

6.8K
1.03K
6m
n/a

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

19.07K
2.69K
55d
MIT

Easier sharing of deep learning models and demos

Containers for machine learning

199
10
6m
Apache-2.0

Deep Learning

This is Andrew NG Coursera Handwritten Notes.

420
270
7m
n/a

The fastai book, published as Jupyter Notebooks

14.11K
5.11K
4m
GPL-3.0

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

2.42K
226
5m
MIT

🧑‍🏫 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, ... 🧠

5.5K
374
6m
MIT

Skilling up

More Data Science materials

Curated list of Python resources for data science.

3.14K
544
106d
n/a

Aside: Bayesian Statistics and Machine Learning

More ways to "Dive into Machine Learning"

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

25.48K
5.97K
9m
CC-BY-SA-4.0

machine learning and deep learning tutorials, articles and other resources

11.62K
3.45K
7m
CC0-1.0

A curated list of awesome Machine Learning frameworks, libraries and software.

53.18K
13.07K
4m
n/a

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

28.37K
5.76K
4m
MIT

Code Repository for Machine Learning with PyTorch and Scikit-Learn

393
74
83d
MIT