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Module 1: AI Foundations & Problem Framing

Module/Week 1: AI Foundations & Problem Framing

Module 1: AI Foundations & Problem Framing

Programme

Artificial Intelligence Internship

Module Number

1

Module Title

AI Foundations & Problem Framing

Duration

3-4 Days

Level

Intermediate to Advanced

Tools Required

Jupyter, Python, Evaluation spreadsheets

Overview

Understand AI workflows, data requirements, evaluation, and where AI should or should not be used. 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

  • Frame AI use cases
  • Define success metrics
  • Identify data and safety risks

Course Content

13 Topics

Hands-on Tasks

  • Solution brief
  • Evaluation checklist
  • Risk register

Learning Outcomes

  • Frame AI use cases
  • Define success metrics
  • Identify data and safety risks