近期,整理了Coursera上面的吴恩达机器学习课程的课后练习题,在编程过程中,参考了前辈们的项目,也根据自己的理解做了一些改动、完善。这本是早就该完成的工作、学习的知识,但一直拖到现在,有点羞愧,以后还有很长的路要走,继续加油吧!
Exercise1:Linear Regression
Exercise2:Logistic Regression
Exercise3:Multi-class Classification and Neural Networks
Exercise4:Neural Networks Learning
Exercise5:Regularized Linear Regression and Bias v.s. Variance
Exercise6:Support Vector Machines
Exercise7:K-means Clustering and Principal Component Analysis
Exercise8:Anomaly Detection and Recommender Systems