README.md

Data-analytics-with-python-nptel

Course Review:-

Course layout

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

Assignment Solutions old course

Weeks	Youtube link
Week 1 assignment solution
Week 2 assignment solution
Week 3 assignment solution
Week 4 assignment solution
Week 5 assignment solution
Week 6 assignment solution
Week 7 assignment solution
Week 8 assigment solution	Coming soon !
Week 9 assigment solution	Coming soon !
Week 10 assignment solution
Week 11 assigment solution	Coming soon !
Week 12 assigment solution	Coming soon !

Youtube Playlist

https://youtu.be/cmRkGyrcsrI

Study Group :-

https://discord.gg/rNKDggem

Week-1 Introduction To Data Analytics And Python Fundamentals

Week-1

Details	Link
Assignment solution
Practice Questions
Summary of Week-1
Central Tendency and Dispersion
How to Run Python Notebook in Online

Useful links

Z-table

https://www.ztable.net/

Z-table calculator

https://www.calculator.net/z-score-calculator.html

T-table

https://www.tdistributiontable.com/

T-table calculator

https://goodcalculators.com/student-t-value-calculator/

Credit

NPTEL Video Playlist:- https://youtube.com/playlist?list=PLLy_2iUCG87CNafffzNZPVa9rW-QmOmEv&si=bscrB6uSG308P1XJ