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46 lines
2.0 KiB
46 lines
2.0 KiB
- 介绍
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- [机器学习介绍](../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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- [机器学习技术](../1-Introduction/4-techniques-of-ML/README.md)
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- 回归
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- [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Web应用
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- [Web应用](../3-Web-App/1-Web-App/README.md)
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- 分类
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- [分类介绍](../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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- [可视化数据](../5-Clustering/1-Visualize/README.md)
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- [K均值](../5-Clustering/2-K-Means/README.md)
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- 自然语言处理
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- [自然语言处理介绍](../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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- [翻译和情感分析](../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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- [时间序列预测介绍](../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学习](../8-Reinforcement/1-QLearning/README.md)
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- [Gym](../8-Reinforcement/2-Gym/README.md)
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- 现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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**免责声明**:
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本文档使用基于机器的人工智能翻译服务进行翻译。虽然我们努力确保准确性，但请注意，自动翻译可能包含错误或不准确之处。应将原始语言的文档视为权威来源。对于关键信息，建议进行专业的人类翻译。对于因使用本翻译而产生的任何误解或误释，我们不承担任何责任。 |