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- 简介
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- [机器学习简介](../1-Introduction/1-intro-to-ML/README.md)
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- [机器学习的历史](../1-Introduction/2-history-of-ML/README.md)
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- [机器学习与公平性](../1-Introduction/3-fairness/README.md)
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- [机器学习的技术](../1-Introduction/4-techniques-of-ML/README.md)
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- 回归
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- [实用工具](../2-Regression/1-Tools/README.md)
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- [数据](../2-Regression/2-Data/README.md)
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- [线性回归](../2-Regression/3-Linear/README.md)
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- [逻辑回归](../2-Regression/4-Logistic/README.md)
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- 构建一个网页应用
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- [网页应用](../3-Web-App/1-Web-App/README.md)
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- 分类
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- [分类简介](../4-Classification/1-Introduction/README.md)
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- [分类器 1](../4-Classification/2-Classifiers-1/README.md)
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- [分类器 2](../4-Classification/3-Classifiers-2/README.md)
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- [应用机器学习](../4-Classification/4-Applied/README.md)
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- 聚类
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- [数据可视化](../5-Clustering/1-Visualize/README.md)
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- [K-Means](../5-Clustering/2-K-Means/README.md)
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- 自然语言处理
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- [自然语言处理简介](../6-NLP/1-Introduction-to-NLP/README.md)
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- [自然语言处理任务](../6-NLP/2-Tasks/README.md)
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- [翻译与情感分析](../6-NLP/3-Translation-Sentiment/README.md)
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- [酒店评论 1](../6-NLP/4-Hotel-Reviews-1/README.md)
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- [酒店评论 2](../6-NLP/5-Hotel-Reviews-2/README.md)
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- 时间序列预测
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- [时间序列预测简介](../7-TimeSeries/1-Introduction/README.md)
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- [ARIMA](../7-TimeSeries/2-ARIMA/README.md)
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- [SVR](../7-TimeSeries/3-SVR/README.md)
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- 强化学习
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- [Q-Learning](../8-Reinforcement/1-QLearning/README.md)
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- [Gym](../8-Reinforcement/2-Gym/README.md)
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- 真实世界中的机器学习
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- [应用](../9-Real-World/1-Applications/README.md)
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---
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**免责声明**：
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本文档使用AI翻译服务 [Co-op Translator](https://github.com/Azure/co-op-translator) 进行翻译。尽管我们努力确保翻译的准确性，但请注意，自动翻译可能包含错误或不准确之处。应以原始语言的文档作为权威来源。对于关键信息，建议使用专业人工翻译。我们不对因使用此翻译而产生的任何误解或误读承担责任。 |
