ES 114: Probability, Statistics and Data Visualization 

IIT Gandhinagar

Sem II - 2025-26


Instructor: Mayank Singh (email: singh.mayank@iitgn.ac.in)


Class Schedule


Lab Schedule: 



Communication Google group: es114-2025.pvtgroup@iitgn.ac.in


Teaching Assistants (GTF, PGTA, UGTA):


Prerequisite (Optional)

Course Contents

1. Computational Tools

2. Basic Probability

3. Random Variables

4. Two Random Variables and Random Vectors

5. Statistical Inference

6. From Data to Visualization

Data Handling:

Visualization Techniques:

Interactive Visualization and Advanced Topics:


Lecture Slides (Slides and Colab Notebooks)


Lab Material


Grading Policy & Schedule

There will be no makeup examinations for students who are absent. 


Books