Andrew-NG_Machine_Learning_Course

My solutions to the machine learning course by Andrew Ng on coursera.

The focus is on making the code as vectorized as possible. However I was not able to achieve it completely.In some cases having a vectorized code may have led to more complications but I trust it to run faster. Better solutions are welcome.

Contents

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• Ex1 - Linear Regression
• Ex2 - Logistic Regression
• Ex3 - Multi Class Classification
• Ex4 - Neural Networks
• Ex5 - Bias-Variance Tradeoff
• Ex6 - SVM's and Kernels
• Ex7 - K-means clustering algorithm and PCA