# Machine Learning **Repository Path**: kedreamix/machine-learning ## Basic Information - **Project Name**: Machine Learning - **Description**: Record every step I take in machine learning - **Primary Language**: Python - **License**: Not specified - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 26 - **Forks**: 13 - **Created**: 2021-02-01 - **Last Updated**: 2025-08-21 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # Machine Learning #### Description Record every step I take in machine learning #### Introduction 在这里面我会记录一下我在机器学习中一步一步的路程，我一定会慢慢努力的哈哈 #### 吴恩达机器学习课程练习 Exercise 1. [**ex1 Linear Regression**](https://blog.csdn.net/weixin_45508265/article/details/112690593) 2. [**ex2 Logistic Regression**](https://blog.csdn.net/weixin_45508265/article/details/113062255) 3. [**ex3 Multi-class Classfication and Neural Networks**](https://blog.csdn.net/weixin_45508265/article/details/113504698) 3. [**ex4 Neural Networks Learning**](https://blog.csdn.net/weixin_45508265/article/details/113775898) --- #### 机器学习实战项目 Project 1. [泰坦尼克号生存预测 Titantic](https://blog.csdn.net/weixin_45508265/article/details/112703541) 2. [波士顿房价预测 Boston Housing](https://blog.csdn.net/weixin_45508265/article/details/113255859) 3. [预测汽车油耗效率 MPG](https://blog.csdn.net/weixin_45508265/article/details/113577921) 4. [好事达保险索赔预测 Allstate Claims Severity （xgboost)](https://blog.csdn.net/weixin_45508265/article/details/113601400) --- #### 学习心得 Note 1. [机器学习之一：什么是机器学习？](https://blog.csdn.net/weixin_45508265/article/details/114642141?spm=1001.2014.3001.5501) 2. [机器学习之二：回归分析](https://blog.csdn.net/weixin_45508265/article/details/114641804?spm=1001.2014.3001.5501) 3. [机器学习之三：降维技术](https://blog.csdn.net/weixin_45508265/article/details/114664548) 4. [PCA数学原理](https://blog.csdn.net/weixin_45508265/article/details/114702848) 5. [李航统计学习方法 Chapter1](https://blog.csdn.net/weixin_45508265/article/details/115967516) 6. [李航统计学习方法 Chapter2](https://blog.csdn.net/weixin_45508265/article/details/115982902) 7. [多元函数的泰勒展开Talor以及黑塞矩阵](https://blog.csdn.net/weixin_45508265/article/details/116194941) --- #### 初学者的福音 Machine Learning 1. [*PYTHON机器学习基础*](https://blog.csdn.net/weixin_45508265/article/details/116273371) 2. [*监督学习之分类学习:线性分类器*](https://blog.csdn.net/weixin_45508265/article/details/116273921) --- 许多详细的讲解都可以看我的[博客的机器学习之路](https://blog.csdn.net/weixin_45508265/article/details/114663239),一定不会让你们失望的拉有些数据太大，只能靠百度网盘 - 百度网盘 - 链接：[https://pan.baidu.com/s/1uA5YU06FEW7pW8g9KaHaaw ](https://pan.baidu.com/s/1uA5YU06FEW7pW8g9KaHaaw ) - 提取码：5605 1. You can use Readme\_XXX.md to support different languages, such as Readme\_en.md, Readme\_zh.md 2. Gitee blog [blog.gitee.com](https://blog.gitee.com) 3. Explore open source project [https://gitee.com/explore](https://gitee.com/explore) 4. The most valuable open source project [GVP](https://gitee.com/gvp) 5. The manual of Gitee [https://gitee.com/help](https://gitee.com/help) 6. The most popular members [https://gitee.com/gitee-stars/](https://gitee.com/gitee-stars/)