Welcome to the course "Bridging Real-world Challenges with Generative AI"! In this course, we will explore the fascinating world of Generative AI and how it can be applied to solve real-world problems. Generative AI refers to a branch of Artificial Intelligence that focuses on creating machines capable of generating content, such as images, text, and even music, similar to what humans can do. This course will provide you with a comprehensive overview of the principles, techniques, and practical applications of Generative AI.

We will start by delving into the fundamentals of Generative AI, understanding the underlying concepts and algorithms that drive its functionality. Through both theoretical explanations and hands-on coding exercises, you will gain a solid foundation upon which we will build throughout the course.

Throughout the course, we will cover a wide range of real-world applications of Generative AI. We will use a large language model to generate personalized conversation. By the end of this course, you will have the knowledge and skills necessary to tackle real-world challenges using Generative AI techniques.

Key Lesson Concepts:

• Introduction to Generative AI and its real-world applications
• Basic and advanced prompt engineering
• Exploration of Large Language Model, and their augmentation using Knowledge Graph, Vector Data Base and Langchain
• Hands-on exercises to solidify your understanding
• Real-world applications such as image generation and speech synthesis
• Creating virtual characters and personalized recommendations using Generative AI