# team-learning-data-mining

**Repository Path**: mirrors_datawhalechina/team-learning-data-mining

## Basic Information

- **Project Name**: team-learning-data-mining
- **Description**: 主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 3
- **Created**: 2022-01-07
- **Last Updated**: 2025-09-28

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README


## 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](https://github.com/datawhalechina/team-learning-data-mining/tree/master/ProbabilityStatistics)
- [线性代数](https://github.com/datawhalechina/team-learning-data-mining/tree/master/LinearAlgebra)
- [集成学习](https://github.com/datawhalechina/team-learning-data-mining/tree/master/EnsembleLearning)
- [AI入门体验](https://github.com/datawhalechina/team-learning-data-mining/tree/master/IntroductionExperienceAI)
- [神经网络基础](https://github.com/datawhalechina/team-learning-data-mining/tree/master/NeuralNetwork)
- [动手学数据分析](https://github.com/datawhalechina/team-learning-data-mining/tree/master/HandsOnDataAnalysis)
- [机器学习算法基础](https://github.com/datawhalechina/team-learning-data-mining/tree/master/MachineLearningFundamentals)
- [数据挖掘实践（房租预测）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/RentForecast)
- [数据挖掘实战（异常检测）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/AnomalyDetection)
- [数据挖掘实践（金融风控）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/FinancialRiskControl)
- [数据挖掘实践（心跳信号分类）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/HeartbeatClassification)
- [数据挖掘实践（气象海洋预测）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/WeatherOceanForecasts)
- [数据挖掘实践（二手车价格预测）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/SecondHandCarPriceForecast)
- [数据挖掘实践（城市管理大数据）](https://github.com/datawhalechina/team-learning-data-mining/tree/master/CityManagement)
- [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)
- [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)




## 备注

有关组队学习的开源内容

- [team-learning](https://github.com/datawhalechina/team-learning)：主要展示Datawhale的组队学习计划。
- [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。
- [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。
- [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。
- [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。
- [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。
- [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。