Learn Statistics, Probablity, Python from scratch, Machine Learning, DeepLearning and NLP
- Introduction Class - Mohamed Noordeen - 30-01-2022
- Introduction to Python - Mohamed Imran - Week 02/05 - 02/06
- Python statements, functions etc. - Mohamed Imran - Week 02/12 - 02/13
- Python contents iterators, generators, decorators etc. - Mohamed Imran - Week 02/19 - 02/20
- Numpy operations - Mohamed Imran - Week 02/6 - 02/27
- Linear Regression - Introduction to Linear Regression - Linear Algebra - Week 05/21
- Linear Regression - Derivative - Application of Derivative - Week 05/22
- Linear Regression - Gradient Descent - Week 05/28
- Linear Regression - Gradient Descent with python example - Week 05/29
- Linear Regression - BigMart Sales Hackathon Solving - Week 06/04
- Polynomial Regression - with exampls - Week 06/05
- Regularization - Ridge - Lasso - ElasticNet - Week - 06/12
- Logistic Regression - Week - 06/18
- Logistic Regression - HRAnalytics Practical - Week - 06/19
- Decision Tree Classification - Week - 06/25
- Decision Tree Regression - Week 06/26