├── LICENSE ├── README.md └── notebooks ├── Programming Exercise 1 - Linear Regression.ipynb ├── Programming Exercise 2 - Logistic Regression.ipynb ├── Programming Exercise 3 - Multi-class Classification and Neural Networks.ipynb ├── Programming Exercise 4 - Neural Networks Learning.ipynb ├── Programming Exercise 5 - Regularized Linear Regression and Bias v.s. Variance.ipynb ├── Programming Exercise 6 - Support Vector Machines.ipynb ├── Programming Exercise 7 - K-means Clustering and Principal Component Analysis.ipynb ├── Programming Exercise 8 - Anomaly Detection and Recommender Systems.ipynb └── data ├── bird_small.png ├── ex1data1.txt ├── ex2data1.txt ├── ex2data2.txt ├── ex3data1.mat ├── ex3weights.mat ├── ex4data1.mat ├── ex4weights.mat ├── ex5data1.mat ├── ex6data1.mat ├── ex6data2.mat ├── ex6data3.mat ├── ex7data1.mat ├── ex7data2.mat ├── ex7faces.mat ├── ex8_movies.mat ├── ex8data1.mat ├── ex8data2.mat └── vocab.txt /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JWarmenhoven/Coursera-Machine-Learning/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JWarmenhoven/Coursera-Machine-Learning/HEAD/README.md -------------------------------------------------------------------------------- /notebooks/Programming Exercise 1 - Linear Regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JWarmenhoven/Coursera-Machine-Learning/HEAD/notebooks/Programming Exercise 1 - Linear Regression.ipynb -------------------------------------------------------------------------------- /notebooks/Programming Exercise 2 - Logistic Regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JWarmenhoven/Coursera-Machine-Learning/HEAD/notebooks/Programming Exercise 2 - Logistic Regression.ipynb -------------------------------------------------------------------------------- /notebooks/Programming Exercise 3 - Multi-class Classification and Neural Networks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JWarmenhoven/Coursera-Machine-Learning/HEAD/notebooks/Programming Exercise 3 - Multi-class Classification and Neural Networks.ipynb -------------------------------------------------------------------------------- /notebooks/Programming Exercise 4 - Neural Networks Learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JWarmenhoven/Coursera-Machine-Learning/HEAD/notebooks/Programming Exercise 4 - Neural Networks Learning.ipynb -------------------------------------------------------------------------------- /notebooks/Programming Exercise 5 - Regularized Linear Regression and Bias v.s. 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