ujjwalkarn/Machine-Learning-Tutorials resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

18140 stars · 3970 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated, topic-wise awesome list of machine learning and deep learning tutorials, articles, courses, and other learning resources. It covers topics from linear regression and SVMs to CNNs, RNNs, NLP, and reinforcement learning.

Use cases

• find tutorials to learn machine learning from scratch
• locate deep learning articles on CNNs and RNNs
• prepare for data scientist interviews
• find university courses and cheat sheets on ML topics
• discover NLP and reinforcement learning resources
• get a topic-wise overview of ML concepts

When to choose

• you want a broad, curated index of ML/DL learning materials
• you are a beginner looking for structured tutorials across many ML topics
• you need quick links to courses, blogs, and cheat sheets

When to avoid

• you need runnable code or a software library rather than links
• you need up-to-date coverage of the newest models, as the list is maintained but not frequently refreshed
• you want interactive lessons rather than curated links

Facets

learning-resource · maturity maintenance

machine-learning deep-learning nlp computer-vision reinforcement-learning machine-learning deep-learning tutorials awesome-lists data-science computer-vision cross-platform awesome-list curated-resources tutorials articles neural-networks education natural-language-processing

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markdown · JSON · MCP: product_card(name="ujjwalkarn/Machine-Learning-Tutorials")