Data Science (2022)
Information
Class timing
Monday: 2.00pm-3.00pm
Tuesday: 2.00pm-3.00pm
Wednesday: 2.00pm-3.00pm
Course Instructor
Dr. Sourav Dandapat (sourav@iitp.ac.in)
Dr. Arijit Mondal (arijit@iitp.ac.in)
Teaching Assistants
Piyush Garg (piyush_2021cs05@iitp.ac.in)
Shruti Saxena (shruti_2021cs31@iitp.ac.in)
Srishti Gupta (srishti_2021cs38@iitp.ac.in)
Saurabh Sharma (saurabh_2021cs30@iitp.ac.in)
Sandeep (sandeep_2121cs29@iitp.ac.in)
Prabhat (prabhat_1921cs32@iitp.ac.in)
Susmita (susmita_2121cs34@iitp.ac.in)
Dhirendra Kumar (dhirendra_2011cs04@iitp.ac.in)
Couse Materials
Sl. No
Topic
1
Introduction
2
Introduction to Python
3
Data Munging
4
Descriptive Statistics
5
Probability
6
Random Variable and Intro to Probability Distribution
7
Discrete Probability Distribution
8
Continuous Probability Distribution
9
Sampling
10
Central Limit Theorem
11
Inferential Statistics
12
Estimator
13
Midsem Sample Solution