MrMimic/data-scientist-roadmap resource

Health v2 · maintenance only

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Adoption not part of the score

7386 stars · 1907 forks observed · 2026-08-28

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

A collection of Jupyter Notebook tutorials organized around the famous 'Road to Data Scientist' metro-map curriculum. It guides learners progressively through statistics, programming, machine learning, NLP, visualization, and big data topics.

Use cases

• learn data science from scratch
• find a structured data science curriculum
• practice machine learning with jupyter notebooks
• follow a roadmap to become a data scientist
• review statistics and NLP fundamentals
• get hands-on tutorials for data munging and visualization

When to choose

• you want a free, structured self-study path into data science
• you prefer learning through runnable Jupyter Notebook examples
• you want topic coverage mapped to a well-known curriculum

When to avoid

• you need production-ready data science tooling or libraries
• you want a polished course with videos and assessments
• you need up-to-date, professionally reviewed material since much content comes from Wikipedia or LLMs

Facets

learning-resource · maturity active

data-science machine-learning nlp data-visualization etl data-science machine-learning tutorials education python cross-platform roadmap jupyter-notebooks curriculum self-learning poetry

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markdown · JSON · MCP: product_card(name="MrMimic/data-scientist-roadmap")