Generative AI Specialty Course Overview

Generative AI Specialty Course Overview

Our Generative AI Specialty course is designed to provide a comprehensive understanding of generative AI technologies over a 5-day (40-hour) period. Participants will begin with an introduction to Generative AI, including architectures and applications like GANs. The course covers Large Language Models (LLMs), focusing on their architecture, types, and varied applications such as text translation and image captioning. Prompt Engineering includes effective techniques for text, image, and code prompting. Advanced labs explore LangChain for creating LLM systems like Retrieval-augmented generation and Question-answering systems. The course also focuses on Fine-tuning techniques and Evaluation using MLflow. Practical labs ensure hands-on experience, empowering attendees to apply learned concepts in real-world scenarios.

Pre-requisite: Fundamentals of Python (Machine learning knowledge is an added advantage).