academic/awesome-datascience

• Platinum V

All course materials for the Zero to Mastery Machine Learning and Data Science course.

• 1,638−3 Elo, change today
• 7.5k stars
• 4.2k forks
• 2y ago

git clone https://github.com/mrdbourke/zero-to-mastery-ml.git

• data-science
• deep-learning
• machine-learning

• Copper II

Visualizations for machine learning datasets

• 1,333−2 Elo, change today
• 7.3k stars
• 878 forks
• 3y ago
• archived

git clone https://github.com/PAIR-code/facets.git

• data-visualization
• machine-learning

• Bronze V

A curated list of data science blogs

• 1,358−1 Elo, change today
• 6.3k stars
• 1.7k forks
• 2y ago

git clone https://github.com/rushter/data-science-blogs.git

• data-science
• machine-learning

• Emerald II

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• 1,840−4 Elo, change today
• 33.3k stars
• 5.5k forks
• 967 watchers
• 3y ago

git clone https://github.com/eriklindernoren/ML-From-Scratch.git

• data-mining
• data-science
• deep-learning
• deep-reinforcement-learning

• Copper I

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

• 1,349+1 Elo, change today
• 7.2k stars
• 294 forks
• 1y ago

git clone https://github.com/cxli233/FriendsDontLetFriends.git

• data-visualization
• r

• Gold II

High accuracy RAG for answering questions from scientific documents with citations

• 1,602+10 Elo, change today
• 9.6k stars
• 956 forks
• 6d ago

git clone https://github.com/Future-House/paper-qa.git

• ai
• rag
• science
• search