awesome-python-for-data-science
A curated list of awesome resources such as books, tutorials, courses, open-source libraries, exercises, and other materials that support Pythonistas in the making, and Pythonistas migrating into Data Science! 📊 (by Data-Centric-AI-Community)
python-awesome
Learn Python, Easy to learn, Awesome (by gautam1858)
| awesome-python-for-data-science | python-awesome | |
|---|---|---|
| 7 | 11 | |
| 85 | 261 | |
| - | 0.0% | |
| 6.9 | 0.0 | |
| about 1 year ago | over 3 years ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
awesome-python-for-data-science
Posts with mentions or reviews of awesome-python-for-data-science.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-12.
-
[D] Best tools to learn data science nowadays?
We're updating our awesome-python-for-data-science repository.
-
Embarking on a Journey of 99 Data Science Projects - From Beginner to Expert
Sounds like an amazing journey! Feel free to add your projects on our awesome-python-for-data-science repo as you go! And in case you need a hand or feedback on the projects, we'll be happy to help at the Data-Centric AI Community.
-
[D] What is the best way to learn machine learning?
We've started a nice repo on the DS roadmap: https://github.com/Data-Centric-AI-Community/awesome-python-for-data-science/tree/main
-
Where can I find data science projects to gain more experience.
Hey! You can find several resources online, check out this repo. Also, if you're up for it, we are running aproject on synthetic data (instructions are given weekly) on the Data-Centric AI Community. You'll find the #ds-projects channel and the #nist-challenge project where we're currently working on.
-
Hands-on Data-Centric AI: Data Preparation tuning - Why and how?
We made a tutorial following a fully Data-Centric AI pipeline for fraud detection! The material is freely available, let us know what you think! :)
- Hands-On Data-Centric Preparation Tuning – Why and How?
-
I'm new to data science. Where to start?
You're very much welcome into the Data-Centric AI Community, take a look at our awesome-python-for-data-science repo: https://github.com/Data-Centric-AI-Community/awesome-python-for-data-science
python-awesome
Posts with mentions or reviews of python-awesome.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Python tutorial on Github. Please like and sponsor for more tutorials
Python tutorial on Github. Please like and sponsor for more tutorials - https://github.com/gautam1858/python-awesome
- Excellent Python tutorial. Please like sponsor for more tutorials
- Excellent Python tutorial, please like, sponsor for more tutorials
- Excellent Python tutorial, please sponsor for more tutorials
- Python Course for Beginners on GitHub – Please Support via GitHub Sponsorship
- Github Curriculum for Python and Machine Learning - Looking for Github Sponsor
- GitHub Curriculum for Python and Machine Learning – Looking for GitHub Sponsor
- Learn Python, Easy to learn, way to get started
What are some alternatives?
When comparing awesome-python-for-data-science and python-awesome you can also consider the following projects:
python-tutorial - A Python 3 programming tutorial for beginners.
100-plus-Python-programming-exercises-extended - The repository is about 100+ python programming exercise problem discussed, explained, and solved in different ways
Machine-Learning-with-Python - Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!
start-machine-learning - A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
mud-pi - A simple MUD server in Python, for teaching purposes, which could be run on a Raspberry Pi
tarsier - Vision utilities for web interaction agents 👀