Machine-Learning-Algorithm-Implementation

This Contains The implementation of Machine Learning Algorithms in Octave along with Projects Such as Digit Recognition,Recommender System,Spam Detection and many more!!

1. Linear Regression -- Programming Assignment 1
2. Logistic Regression -- Programming Assignment 2
3. Multiclass Classification and Neural Network -- Programming Assignment 3
4. Neural Network and Backpropagation -- Programming Assignment 4
5. Regularized Linear Regression and Bias vs Variance -- Programming Assignment 5
6. SVM -- Programming Assignment 6
7. K-means and PCA -- Programming Assignment 7
8. Anomaly Detection and Recommender System -- Programming Assignment 8