fengdu78/Data-Science-Notes resource

Health v2 · maintenance only

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8581 stars · 3108 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 study notes and curated resources covering the data science stack, from math and Python basics through NumPy, pandas, scikit-learn, machine learning, deep learning, and feature engineering. Content is primarily in Chinese and compiled from the author's own notes plus aggregated GitHub resources.

Use cases

• learn data science from scratch with jupyter notebooks
• study machine learning basics in chinese
• find notes on numpy pandas and scikit-learn
• review deep learning fundamentals
• learn feature engineering techniques
• get a data science learning roadmap

When to choose

• you prefer Chinese-language study materials
• you want notebook-based tutorials spanning the full data science pipeline
• you need curated links to quality ML learning resources

When to avoid

• you need production-ready code or maintained libraries
• you require English-only materials
• you need content guaranteed to be up to date

Facets

learning-resource · maturity maintenance

data-science machine-learning deep-learning data-visualization data-science machine-learning deep-learning tutorials python cross-platform jupyter-notebooks study-notes chinese-language numpy pandas scikit-learn feature-engineering

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