/machine-learning-excercises

Exercise solutions for Andrew Ng's Stanford University/Coursera Machine Learning course

Primary LanguageMATLAB

machine-learning-exercises

Exercise solutions for Andrew Ng's Stanford University/Coursera Machine Learning course (https://www.coursera.org/learn/machine-learning/).

All solutions are written in MATLAB.

List of Excercises by Concept

  1. Linear Regression
  2. Logistic Regression
  3. Multi-class Classification and Neural Networks
  4. Neural Network Learning
  5. Regularized Linear Regression and Bias/Variance
  6. Support Vector Machines (SVM)
  7. K-Means Clustering and Principal Component Analysis (PCA)
  8. Anomaly Detection and Recommender Systems