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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简介
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。
主要包括:
- 概率统计
- AI入门体验
- 神经网络基础
- 动手学数据分析
- 机器学习算法基础
- 集成学习
- 数据挖掘实践(房租预测)
- 数据挖掘实践(金融风控)
- 数据挖掘实战(异常检测)
- 数据挖掘实践(二手车价格预测)
- 数据挖掘实践(资金流入流出预测)
- 数据挖掘实践(学术前沿趋势分析)
- 数据挖掘实践(气象海洋预测)
- 数据挖掘实践(城市管理大数据)
备注
有关组队学习的开源内容
- team-learning:主要展示Datawhale的组队学习计划。
- 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。
- 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。
- team-learning-nlp:主要存储Datawhale组队学习中“自然语言处理”方向的资料。
- team-learning-cv:主要存储Datawhale组队学习中“计算机视觉”方向的资料。
- team-learning-rs:主要存储Datawhale组队学习中“推荐系统”方向的资料。
- team-learning-rl:主要存储Datawhale组队学习中“强化学习”方向的资料。
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