# DataAnalysis **Repository Path**: carroll18/DataAnalysis ## Basic Information - **Project Name**: DataAnalysis - **Description**: 数据分析相关基础知识和实战项目练习 - **Primary Language**: Unknown - **License**: Apache-2.0 - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2023-06-27 - **Last Updated**: 2023-06-27 ## Categories & Tags **Categories**: Uncategorized **Tags**: 数据分析, 机器学习, 深度学习 ## README # DataAnalysis # 数据分析相关基础知识和实战项目练习 ## 相关博客 * numpy库快速入门与基础知识:https://blog.csdn.net/qq_40722827/article/details/104326666 * pandas库的入门与必备知识:https://blog.csdn.net/qq_40722827/article/details/104339999 * matplotlib:https://blog.csdn.net/qq_40722827/article/details/104497220 * Scipy:https://blog.csdn.net/qq_40722827/article/details/104496483 * KNN快速入门及案例实战:https://blog.csdn.net/qq_40722827/article/details/104409768 * 回归入门及案例实战:https://blog.csdn.net/qq_40722827/article/details/104499850 * Desition Tree---决策树:https://blog.csdn.net/qq_40722827/article/details/104502125 * 随机森林:https://blog.csdn.net/qq_40722827/article/details/104518170 * GBDT:https://blog.csdn.net/qq_40722827/article/details/104519198 * XGBoost:https://blog.csdn.net/qq_40722827/article/details/104519397 * LightGBM:https://blog.csdn.net/qq_40722827/article/details/104519910 * ML特征工程和优化方法:https://blog.csdn.net/qq_40722827/article/details/104515955 * 贝叶斯与朴素贝叶斯入门及实战:https://blog.csdn.net/qq_40722827/article/details/104514445 * K-Means:https://blog.csdn.net/qq_40722827/article/details/104515587 * SVM:https://blog.csdn.net/qq_40722827/article/details/104515213 * 人工智能预测2020天猫双十一销量:https://blog.csdn.net/qq_40722827/article/details/104569684 * 国庆档电影数据爬取与分析实战:https://blog.csdn.net/qq_40722827/article/details/104571023 * 新型肺炎数据爬取与分析实战:https://blog.csdn.net/qq_40722827/article/details/104572005 * 天池工业蒸汽量预测实战:https://blog.csdn.net/qq_40722827/article/details/104572506 * 少年的你电影评论爬取和分析实战:https://blog.csdn.net/qq_40722827/article/details/104576147 * 有些知识点由于前期写得不是很好,后续我会继续完善博客内容。