Introduction to Generative AI

About Course

Course Overview

This course introduces participants to the fundamental concepts of Artificial Intelligence (AI) with a focus on Generative AI. It covers the basics of AI, machine learning, deep learning, and key generative models like GANs, VAEs, and Large Language Models (LLMs). The course is designed for learners of all backgrounds, ensuring accessibility to non-technical participants while offering optional technical deep dives for those interested.

Course Objectives:

By the end of this course, participants will:

1. Understand the fundamental concepts of Artificial Intelligence.
2. Explore the landscape of AI and Generative AI, including its applications and impact.
3. Learn about Generative AI models like GANs, VAEs, Transformers, and Diffusion models.
4. Get familiar with AI tools and platforms for generative AI.
5. Understand ethical considerations and responsible AI development.
6. Gain practical experience in using Generative AI tools for text, image, and audio generation.

Course Duration:

• 5 Weeks (2 sessions per week, 1.5 – 2 hours per session)
• Total Learning Time: ~20 hours
• Self-paced Learning: readings, exercises, and projects

Prerequisites

• No prior coding or AI knowledge required.
• Curiosity and willingness to experiment with AI tools.