Machine-learning-Exercises

Completed exercises on Andrew Ng's course on machine learning.

Both Octave and Python implementations of the original exercises.

1.Linear Regression Ex1:

a.[Octave version] b.[Python Version]

2.Logistic Regression Ex2:

a.[Octave version] b.[Python Version]

3.Multi-class classification and Neural Networks Ex 3:

a.[Octave version] b.[Python Version]

4.Neural Networks Learning Ex 4:

a.[Octave version] b.[Python Version]

5.Regularized linear regression and Bias Vs Variance Ex 5:

a.[Octave version] b.[Python Version]

6.Support Vector Machines Ex 6:

a.[Octave version] b.[Python Version]

7.KMeans Clustering and PCA Ex 7:

a.[Octave version] b.[Python Version]

8.Anomaly Detection and Recommender Systems Ex 8:

a.[Octave version] b.[Python Version]