Generative AI and Large Language Models

Uncategorized
Wishlist Share
Share Course
Page Link
Share On Social Media

About Course

Learn how AI creates new content — from text and images to music and code. This course explores the world of Generative AI, focusing on LLMs like GPT, diffusion models, and practical AI creativity applications.

Course Content

Introduction to Generative AI

  • Lesson 1: What is Generative AI?
  • Lesson 2: Types of Generative Models
  • Lesson 3: Applications in Art, Code, and Design
  • Lesson 4: Rewards and States
  • Lesson 5: Markov Decision Processes
  • Lesson 6: Exploration vs Exploitation
  • Lesson 7: Policies and Value Functions
  • Lesson 8: Temporal Difference Learning
  • Lesson 9: Monte Carlo Methods
  • Lesson 10: Implementing Basic RL in Python

Dynamic Programming

Value-Based Learning

Policy-Based Learning

Topic 5: Advanced RL Applications