Introduction to ML & DL

Overview

Introductory workshop on Machine Learning and Deep Learning fundamentals designed for hackathon participants. The session covers core concepts, practical algorithms, and hands-on implementation using popular frameworks.

Key Topics

• Supervised vs unsupervised learning
• Neural network fundamentals
• Common ML/DL architectures
• Practical tools and frameworks (scikit-learn, PyTorch, TensorFlow)
• Tips for rapid prototyping in hackathons

Event

HackEPS is the largest hackathon in Catalonia, organized by students at the University of Lleida, bringing together hundreds of participants to build innovative projects in 24 hours.