Visualize-ML/Book6_First-Course-in-Data-Science resource

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2729 stars · 493 forks observed · 2026-08-28

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

An open-source Chinese-language textbook (Book 6 of the 'Iris' series, 《数据有道》) teaching data science from basic arithmetic through machine learning, provided as Jupyter Notebooks. It is part of Visualize-ML's book series covering math essentials, matrices, statistics, and data science with extensive visualizations.

Use cases

• learn data science from scratch with python notebooks
• study statistics and math foundations for machine learning
• learn data visualization techniques
• practice feature engineering with examples
• self-study machine learning fundamentals
• find a free open data science textbook in chinese

When to choose

• you want a free, visualization-heavy introduction to data science and ML
• you prefer learning through runnable Jupyter Notebooks
• you need math and statistics foundations before diving into ML
• you read Chinese and want a structured book series

When to avoid

• you need production-ready data science code or libraries
• you require an English-language resource
• you want a formal course with certification or exercises graded by instructors

Facets

learning-resource · maturity active

data-science data-visualization machine-learning data-science data-visualization machine-learning education tutorials python cross-platform jupyter-notebooks open-textbook statistics mathematics chinese-language iris-book-series feature-engineering

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