Programma
18 novembre 2023
- 50 min English🚪 Defence against Dark Arts Classroom
MLOps for GenAI: A practical walkthrough
LLMs and GenAI are new and rapidly developing areas of AI. And MLOps is the key to deploying GenAI applications to production. In this session, we will walk through a practical example of how to implement MLOps for GenAI on Vertex AI. We will cover everything from data preparation to model tuning, reinforcement learning with human feedback and deployment. By the end of this session, you will have the skills and knowledge you need to implement MLOps for your own GenAI applications on Vertex AI.
- 50 min English🚪 Defence against Dark Arts Classroom
Venice is a Triwizard Maze! Various Uses of Ant Colony Optimization.
There’s an ant colony in your kitchen, and you might have not noticed that. [shocked reaction] In this session, we will explore the power of Ant Colony Optimization (ACO) in solving mazes. We’ll delve deep into the fascinating world of Nature-Inspired Computing by applying the popular metaheuristic algorithm that mimics the foraging behavior of ants, to labyrinths all around the world. Topics included: Nature-Inspired Computing / Evolutionary Algorithms / Ant Colony Optimization / Mazes / Ants 🐜
- 50 min Italian🚪 Potions Classroom
Yolo e Flutter: costruiamo un rilevatore di magia
In questo talk vedremo insieme come costruire un rilevatore di magia. Verrà introdotta la Computer vision e il suo ciclo di sviluppo partendo dalla scelta del dataset fino al realizzazione dell’app finale in Flutter.