Mastering Machine Learning & Generative AI

Join us for an engaging and hands-on workshop on Machine Learning and Generative AI! This workshop will guide you through key topics such as machine learning basics, building financial ML models, and the latest innovations in Generative AI and Large Language Models (LLMs). Our expert speakers will walk you through practical examples and immersive code labs, helping you build real-world applications like financial models and RAG-based chat apps. Take advantage of this opportunity to enhance your AI knowledge, develop new skills, and network with professionals at TensorFlow User Group Thrissur. Don’t miss out!

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Agenda
9:00 AM - Registration

[Session 1] Machine Learning
9:30 AM - Introduction to Machine Learning
Explore the basics of machine learning and its impact on various industries.
10:30 AM - Basic ML Modelling with Standard Models
Learn about essential machine learning models and their key applications.
11:00 AM - Break
11:15 AM - Basic ML Modelling with Standard Models (Continued)
Continue working with foundational models and understand their use cases.
11:30 AM - [Code Lab] Building a Financial ML Model
Use the What-If Tool and Vertex AI to create a financial ML model.
1:00 PM - Lunch Break

[Session 2] Generative AI
2:00 PM - Introduction to Retrieval Augmented Generation (RAG)
Get introduced to Retrieval-Augmented Generation and its applications.
2:30 PM - [Code Lab] Building a Basic RAG-Based Chat Application
Hands-on session to build a simple chat app using RAG.
3:30 PM - Introduction to Generative AI & LLM Models
Learn about Generative AI and Large Language Models (LLMs) and their use in AI.
4:00 PM - [Code Lab] Interacting with APIs Using Function Calling in Gemini
Hands-on code lab to learn API interaction through function calling using Gemini.
5:00 PM - Feedback & Closing Note

* Session would be interchanged as per the group participant belong to