/Machine-Learning-with-Andrew-Ng-on-Coursera

This repository shows code of programming tasks which I completed during Machine Learning course on Coursera.

Primary LanguageMATLAB

Machine-Learning-with-Andrew-Ng-on-Coursera

Topics Learned

  1. Introduction to Machine Leanring
  2. Linear Regression with One Variable
  3. Linear Regression with Multiple Variables
  4. Octave/Matlab Tutorial
  5. Logistic Regression
  6. Regularization
  7. Neural Networks: Representation
  8. Multi-class Classification and Neural Networks
  9. Neural Networks: Learning
  10. Advice for Applying Machine Learning
  11. Regularized Linear Regression and Bias/Variance
  12. Machine Learning System Design
  13. Support Vector Machines
  14. Unsupervised Learning
  15. Dimensionality Reduction
  16. Principal Component Analysis
  17. Anomaly Detection and Recommender Systems
  18. Large Scale Machine Learning
  19. Application Example: Photo OCR

Certificate

https://www.coursera.org/account/accomplishments/verify/YYKSEGTHNNQA