A Programmer’s Journey into Generative AI

This three-day comprehensive course aims to provide an immersive introduction to the exciting world of Generative AI, focusing on Language Learning Models (LLM) like OpenAI's GPT-4, GPT4All, Llama, Alpaca and much more. The purpose of the course is to offer theoretical understanding along with hands-on experience in working with these sophisticated models, from tweaking their parameters to mastering prompt engineering for a variety of applications, such as building an interactive ChatBot. This course is an invaluable opportunity to gain direct exposure to AI development techniques, delve into various APIs and explore cutting-edge developments like DALL-E and LangChain, and even apply these models in practical applications such as an AI SQL Query Generator. Throughout this journey, you will learn how to control LLM memory, chain LLMs and actions, and build LangChain agents, among other skills. The course culminates with optional workshops where you can apply your newly acquired knowledge to construct a custom knowledge local GPT chat bot or an AI assistant running in Slack. The advantages of completing this course are manifold. Not only will you understand the inner workings of AI and its applications, but you'll also have the hands-on experience of manipulating AI models to meet specific requirements. This empowers you to solve complex problems, innovate, and add value in various professional settings, from tech startups to established corporations. In essence, this course will equip you with the tools and techniques to harness the transformative power of AI in today's digital age.