DataSciencewithPractical

Learn Statistics, Probablity, Python from scratch, Machine Learning, DeepLearning and NLP

1. Introduction Class - Mohamed Noordeen - 30-01-2022
2. Introduction to Python - Mohamed Imran - Week 02/05 - 02/06
3. Python statements, functions etc. - Mohamed Imran - Week 02/12 - 02/13
4. Python contents iterators, generators, decorators etc. - Mohamed Imran - Week 02/19 - 02/20
5. Numpy operations - Mohamed Imran - Week 02/6 - 02/27
6. Linear Regression - Introduction to Linear Regression - Linear Algebra - Week 05/21
7. Linear Regression - Derivative - Application of Derivative - Week 05/22
8. Linear Regression - Gradient Descent - Week 05/28
9. Linear Regression - Gradient Descent with python example - Week 05/29
10. Linear Regression - BigMart Sales Hackathon Solving - Week 06/04
11. Polynomial Regression - with exampls - Week 06/05
12. Regularization - Ridge - Lasso - ElasticNet - Week - 06/12
13. Logistic Regression - Week - 06/18
14. Logistic Regression - HRAnalytics Practical - Week - 06/19
15. Decision Tree Classification - Week - 06/25
16. Decision Tree Regression - Week 06/26