统计及数据分析学习笔记
:::{note} Project Chapter
本学习笔记旨在通过实践驱动的方式，帮助您掌握Python数据分析和统计学的核心技能。从基础编程到高级机器学习，每个章节都包含丰富的实例和练习。 :::
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:::{grid-item-card} :link: doc/Python-for-Data-Analysis/README
💻 Python for Data Analysis
Learn Python programming fundamentals for data analysis, including data structures, pandas, numpy, and data visualization techniques.
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:::{grid-item-card} :link: doc/Stats-Analysis/README
📊 Probability and Statistics
Probability and Statistics for decision making.
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:::{grid-item-card} :link: doc/Machine-Learning-aibydoing/README
🤖 Machine Learning by Doing
Hands-on machine learning course covering regression analysis, model evaluation, and practical implementation with real datasets.
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:::{grid-item-card} :link: doc/Stats-For-Biz-Econ/README
💼 Statistics For Business and Economics
Business statistics and economic analysis using real-world datasets and practical applications for decision making.
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:::{seealso} 合作交流 如果您在学习过程中遇到问题，欢迎通过以下方式获取帮助：
- 🐙 GitHub：kevin7lou/Data-Science-Learning-Notes
- 💬 讨论：在GitHub Issues中提问
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