shimengjie / machine-learning-andrew-ng Goto Github PK

这是Coursera网站上，课程Machine Learning中算法在Matlab语言的实现，同样也可以参考斯坦福大学的计算机课程CS229。

• 你可以在百度云上下载全套课程视频和相关文档；

• "A computer program is said to learn from experience E with respect to some task T and some performance measure P, if its performance on T, as measured by P, improves with experience E." -------------- Definition of Machine Learning by Tom Mitchell

• Windows10
• Matlab 2017b

• 掌握机器学习的算法原理与推理过程；
• 掌握机器学习算法在Matlab语言的实现过程和细节；

• README.md：说明文档

• Linear Regression
• Linear Regression with multiple variables

• Logistic Regression
• Logistic Regression with Regularization

• Multiclass Classification
• Neural Networks Prediction fuction

• Neural Networks Learning

• Regularized Linear Regression
• Bias vs. Variance

• Support Vector Machines
• Spam email Classifier

• K-means Clustering
• Principal Component Analysis

• Anomaly Detection
• Recommender Systems

• Simple Gaussian Process Regression

你可以检查与修改我在github上的代码仓库，欢迎任何改进和讨论。