| Introduction |
|
ML-Introduction |
|
00:23:00 |
| Basic Statistics |
|
ML-Basic Statistics-1 |
|
00:44:00 |
|
ML-Basic Statistics-2 |
|
00:43:00 |
| Data Cleaning |
|
ML-Data Cleaning-1 |
|
00:38:00 |
|
ML-Data Cleaning-2 |
|
00:38:00 |
| Regression Analysis |
|
ML-Regression Analysis-1 |
|
01:03:00 |
|
ML-Regression Analysis-2 |
|
01:00:00 |
| Logistic Regression |
|
ML-Logistic Regression |
|
01:00:00 |
| Decision Trees |
|
ML-Decision Tree-1 |
|
00:54:00 |
|
ML-Decision Tree-2 |
|
00:44:00 |
|
ML-Decision Tree-3 |
|
01:01:00 |
| Model Selection And Cross Validation |
|
ML-Model Selection |
|
00:47:00 |
|
ML-Cross Validation |
|
00:42:00 |
| Ensemble Models |
|
ML-Ensemble Model – Random Forest |
|
01:07:00 |
|
ML-Ensemble Model – Boosting |
|
00:43:00 |
| Feature Engineering |
|
ML-Feature Engineering |
|
00:52:00 |
| Natural Language Processing |
|
ML-NLP and Text Mining |
|
01:07:00 |
|
ML-Sentiment Anlaysis |
|
00:31:00 |
| Testing of Hypothesis |
|
ML-Testing of Hypothesis |
|
00:54:00 |
| End to End ML Project |
|
ML-End to End Project-1 |
|
00:29:00 |
|
ML-End to End Project-2 |
|
00:30:00 |
|
ML-End to End Project-3 |
|
00:29:00 |
|
ML-End to End Project-4 |
|
00:24:00 |
