Shujian2015/FreeML resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1130 stars · 511 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated list of mostly free data science and machine learning learning resources, including courses, video lectures, and textbooks. It is organized as a learning path covering machine learning, NLP, deep learning, systems, analytics, and more.

Use cases

• find free machine learning courses
• learn data science from scratch
• find deep learning video lectures
• get a one month study plan for ML
• find free NLP textbooks and courses
• prepare for data science interviews

When to choose

• you want a curated, mostly free learning path for data science or ML
• you are a non-CS learner looking for accessible starting points
• you need pointers to well-known courses and textbooks

When to avoid

• you need software or code, not learning materials
• you want an exhaustive, frequently updated awesome list
• you need resources with guaranteed maintenance or licensing

Facets

learning-resource · maturity maintenance

machine-learning data-science deep-learning nlp machine-learning data-science deep-learning tutorials cross-platform awesome-list free-resources courses textbooks curated-list natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Shujian2015/FreeML")