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Module 7: Communication & Demo App

Module/Week 4: Communication & Demo App

Module 7: Communication & Demo App

Programme

Data Science Internship

Module Number

7

Module Title

Communication & Demo App

Duration

3-4 Days

Level

Intermediate

Tools Required

Streamlit, joblib, Markdown

Overview

Package findings into a simple interactive demo and stakeholder-friendly report. 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

  • Create a prediction demo
  • Explain model limitations
  • Present recommendations

Course Content

13 Topics

Hands-on Tasks

  • Streamlit app
  • Model card
  • Deployment instructions

Learning Outcomes

  • Create a prediction demo
  • Explain model limitations
  • Present recommendations