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Module 2: Practicum

Module/Week 1: Python EDA Workflow

Module 2: Practicum

Programme

Data Science Internship

Module Number

2

Module Title

Python EDA Workflow Practicum

Duration

3-4 Days

Level

Intermediate

Tools Required

Jupyter, pandas, Seaborn

Overview

This practicum turns the previous concepts into a complete reviewable deliverable. The goal is not to submit a tiny demo. The goal is to build something that looks, behaves, and reads like early industry work.

Objectives

  • Convert requirements into a working implementation
  • Practice debugging and iteration
  • Document the work for mentor review
  • Prepare reusable assets for the final capstone

Course Content

13 Topics

Hands-on Tasks

  • EDA notebook
  • Cleaned dataset
  • Insight summary

Learning Outcomes

  • Build a complete deliverable from a requirement
  • Explain implementation decisions clearly
  • Prepare work for mentor or client review
  • Carry reusable pieces into the final capstone