Session 6 - Linear Algebra, Basics of Pandas - June 2, 2018

1 Introduction to Machine Learning

2 Session 2 - Basics of Python for Machine Learning, May 19, 2018

3 Session 3 - Basics of Python for Machine Learning (continues), May 20, 2018

4 Session 4 - Basics for Machine Learning (continues), May 26, 2018

5 Session 5 - Basics for Machine Learning (continues), May 27, 2018

6 Session 6 - Linear Algebra, Basics of Pandas - June 2, 2018

7 End-to-end Machine Learning Project Part-1

8 End-to-End Machine Learning Project Part-2

9 End-to-End Machine Learning Project Part-3

10 Machine Learning Classification Part -1

11 Machine Learning Classification Part -2

12 Machine Learning Training Models Part-1

13 Machine Learning Training Models Part-2

14 Machine Learning Training Models Part-3

15 Machine Learning Training Models Part-4

16 Machine Learning Training Models Part-5

17 Support Vector Machines Part-1

18 Support Vector Machines Part-2

19 Decision Trees

20 Ensemble Learning Part -1

21 Ensemble Learning Part -2

22 XGBoost

23 Dimensionality Reduction Part -1

24 Dimensionality Reduction Part -2 and Bayes Theorem