Generative AI & Machine Learning

Join us for an immersive workshop on Machine Learning and Generative AI! This workshop will cover essential topics like machine learning fundamentals, building financial ML models, and exploring the latest advancements in Generative AI and Large Language Models. Our expert speakers will lead you through practical examples and hands-on code labs, allowing you to build real-world applications such as financial models and RAG-based chat apps. This is a perfect opportunity to deepen your understanding of AI, enhance your skills, and connect with fellow professionals at TensorFlow User Group Thrissur. Don't miss it!
Agenda
9:00 AM - Registration
9:30 AM - Introduction to Machine Learning
Discover the fundamentals of machine learning and how it’s shaping the future.
10:30 AM - Basic ML Modelling with Standard Models
Dive into essential ML models and understand their core functionalities.
11:00 AM - Break
11:15 AM - Basic ML Modelling with Standard Models (Continued)
Continue exploring foundational ML models and their applications.
11:30 AM - [Code Lab] Building a Financial ML Model
Leverage the What-If Tool and Vertex AI to build a financial machine learning model.
1:00 PM - Lunch Break
2:00 PM - Introduction to Generative AI & LLM Models
An overview of Generative AI and Large Language Models (LLMs).
2:30 PM - [Code Lab] Interacting with APIs using Function Calling in Gemini
Hands-on lab for interacting with APIs through function calling using Gemini.
3:00 PM - Introduction to Retrieval Augmented Generation (RAG)
Learn about Retrieval-Augmented Generation and its role in AI-driven applications.
3:30 PM - [Code Lab] Building a Basic RAG-Based Chat Application
Create a simple chat app utilising RAG for a more interactive AI experience.
5:00 PM - Feedback & Closing Note