Python for Data Science

The course site of CSE331 at ISRT, University of Dhaka

Introduction

This website contains lectures, assignments, and other resources for Python for Data Science (CSE331), ISRT, University of Dhaka, 2024–25 session.

✔ Course Completed | Start: Aug 20, 2025 | End: Mar 08, 2026

Lecture Materials

• Course Overview
• Python and Jupyter Notebook

Module 1: Python Programming

• 1 Intro & Basic Data Types
• 2 Collections
• 3 Control Flow
• 4 Functions
• 5 Classes
• 6 Comprehensions
• 7 Packages

Module 2: Python for Data Science

• 8 NumPy 1D-Arrays
• 9 NumPy 2D-Arrays
• 10 NumPy Random Number
• 11 Pandas DataFrame
• 12 Handle Missing Data
• 13 Reshape
• 14 Join/Merge
• 15 Matplotlib
• 16 Seaborn

Assignments

• Assignment 1