37 lines
3.2 KiB
Markdown
37 lines
3.2 KiB
Markdown
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## 简介
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本项目主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
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主要包括：
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- [概率统计](https://github.com/datawhalechina/team-learning-data-mining/tree/master/ProbabilityStatistics)
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- [线性代数](https://github.com/datawhalechina/team-learning-data-mining/tree/master/LinearAlgebra)
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- [集成学习](https://github.com/datawhalechina/team-learning-data-mining/tree/master/EnsembleLearning)
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- [AI入门体验](https://github.com/datawhalechina/team-learning-data-mining/tree/master/IntroductionExperienceAI)
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- [神经网络基础](https://github.com/datawhalechina/team-learning-data-mining/tree/master/NeuralNetwork)
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- [动手学数据分析](https://github.com/datawhalechina/team-learning-data-mining/tree/master/HandsOnDataAnalysis)
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- [机器学习算法基础](https://github.com/datawhalechina/team-learning-data-mining/tree/master/MachineLearningFundamentals)
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- [数据挖掘实践（房租预测）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/RentForecast)
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- [数据挖掘实战（异常检测）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/AnomalyDetection)
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- [数据挖掘实践（金融风控）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/FinancialRiskControl)
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- [数据挖掘实践（心跳信号分类）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/HeartbeatClassification)
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- [数据挖掘实践（气象海洋预测）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/WeatherOceanForecasts)
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- [数据挖掘实践（二手车价格预测）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/SecondHandCarPriceForecast)
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- [数据挖掘实践（城市管理大数据）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/CityManagement)
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- [数据挖掘实践（资金流入流出预测）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/PurchaseAndRedemptionForecast)
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- [数据分析实践（学术前沿趋势分析）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/AcademicTrends)
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## 备注
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有关组队学习的开源内容
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- [team-learning](https://github.com/datawhalechina/team-learning)：主要展示Datawhale的组队学习计划。
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- [team-learning-program](https://github.com/datawhalechina/team-learning-program)：主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。
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- [team-learning-data-mining](https://github.com/datawhalechina/team-learning-data-mining)：主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
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- [team-learning-nlp](https://github.com/datawhalechina/team-learning-nlp)：主要存储Datawhale组队学习中“自然语言处理”方向的资料。
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- [team-learning-cv](https://github.com/datawhalechina/team-learning-cv)：主要存储Datawhale组队学习中“计算机视觉”方向的资料。
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- [team-learning-rs](https://github.com/datawhalechina/team-learning-rs)：主要存储Datawhale组队学习中“推荐系统”方向的资料。
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- [team-learning-rl](https://github.com/datawhalechina/team-learning-rl)：主要存储Datawhale组队学习中“强化学习”方向的资料。 |