Weeks | Topic |
---|---|
Week 1 | Introduction To Data Analytics And Python Fundamentals |
Week 2 | Introduction To Probability |
Week 3 | Sampling And Sampling Distributions |
Week 4 | Hypothesis Testing |
Week 5 | Two Sample Testing And Introduction To ANOVA |
Week 6 | Two-Way ANOVA And Linear Regression |
Week 7 | Linear Regression And Multiple Regression |
Week 8 | Concepts Of MLE And Logistic Regression |
Week 9 | ROC And Regression Analysis Model Building |
Week 10 | C2 Test And Introduction To Cluster Analysis |
Details | Link |
---|---|
Assignment solution | |
Practice Questions | |
Summary of Week-1 | |
Central Tendency and Dispersion | |
How to Run Python Notebook in Online |
https://www.calculator.net/z-score-calculator.html
https://www.tdistributiontable.com/
https://goodcalculators.com/student-t-value-calculator/
NPTEL Video Playlist:- https://youtube.com/playlist?list=PLLy_2iUCG87CNafffzNZPVa9rW-QmOmEv&si=bscrB6uSG308P1XJ