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Module 1: Python EDA Workflow

Module/Week 1: Python EDA Workflow

Module 1: Python EDA Workflow

Programme

Data Science Internship

Module Number

1

Module Title

Python EDA Workflow

Duration

3-4 Days

Level

Intermediate

Tools Required

Jupyter, pandas, Seaborn

Overview

Explore datasets with professional notebooks, clean transformations, and reliable assumptions. This module is designed to feel like a real workplace sprint: you will understand the requirement, learn the technical concepts, inspect examples, build a practical artifact, and prepare your work for review.

Objectives

  • Load and inspect datasets
  • Clean missing/outlier values
  • Create meaningful EDA visuals

Course Content

13 Topics

Hands-on Tasks

  • EDA notebook
  • Cleaned dataset
  • Insight summary

Learning Outcomes

  • Load and inspect datasets
  • Clean missing/outlier values
  • Create meaningful EDA visuals