Machine Learning

Lectures:

1. Introduction [download]

2. Linear Regression [download]

3. Feature Extraction and Pre-processing [download]

4. Introduction to Data Science [download]

5. Google Cloud API [download]

6. Logistic Regression [download]

7. Decision Trees [download]

8. Clustering [download]

9. Dimensionality Reduction [download]

10. Perceptron [download]

11. Support Vector Machines [download]

12. Artificial Neural Network [download]

13. sci-kit learn [download]

14. Convolutional Neural Network [download]

15. Recurrent Neural Network [download]

16. Applications of Machine Learning [download]