Python for Data Science

The course site of CSE331 at ISRT, University of Dhaka

1 Introduction

Course materials for Python for Data Science (CSE331), ISRT, University of Dhaka, 2024–25 session. Classes begin on August 20, 2025. Materials will be updated as the course progresses.

2 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