IITM Stats 1: Statistics for Data Science I
4 qualifier weeks4 credits
Week by week
- Week 1
Introduction and Types of Data
Types of data · Descriptive and inferential statistics · Scales of measurement
Notes coming soonGraded assignment coming soonPractice coming soon - Week 2
Describing Categorical Data
Frequency distributions · Graphing categorical data · Mode and median of categorical data
Notes coming soonGraded assignment coming soonPractice coming soon - Week 3
Describing Numerical Data
Frequency tables for numerical data · Mean, median and mode · Quartiles and percentiles · Range, variance, standard deviation and IQR · Five-number summary
Notes coming soonGraded assignment coming soonPractice coming soon - Week 4
Association Between Two Variables
Contingency tables and relative frequencies · Scatterplots · Covariance · Pearson correlation coefficient · Point bi-serial correlation
Notes coming soonGraded assignment coming soonPractice coming soon