CP3105: Deep Learning and AI

Explore deep learning fundamentals, neural networks, and artificial intelligence applications with hands-on projects and real-world case studies.

01

Introduction to Deep Learning

Week 1

Welcome to CP3105! This week introduces you to the fundamentals of deep learning, neural networks, and AI applications.

Course Materials

Week 1 - FastAI

Introduction to FastAI and deep learning basics

Week 1 - Part 1

Deep learning fundamentals and neural network basics

Assignments & Labs

Lab Exercises

Hands-on exercises to reinforce learning

02

Week 2 Content

Week 2

Week 2 - FastAI

Introduction to FastAI and deep learning basics

Week 2 - Notebook

Deep learning fundamentals and neural network basics

Week 2 - Notebook Homework or Inclass

Food