TRACES Launches AI Literacy Series with Pilot Workshop on Neural Networks and Deep Learning

TRACES successfully hosted the pilot session of its AI Literacy Series, titled "Rise of Neural Networks and Deep Learning," on March 22 at St. Paul's College as part of the Mentorship Program 2025. The workshop aimed to equip students with foundational knowledge and practical skills in artificial intelligence (AI), with a focus on neural networks and deep learning.

The session began with an introduction to recent AI research, followed by an exploration of the nature of intelligence and an overview of machine learning. Participants delved into core concepts such as the structure of neural networks, the mathematical computations behind forward propagation, and the principles of gradient descent in backward propagation.

A key highlight was the hands-on machine learning lab, where students used Python to train a neural network. Through a practical project predicting exam scores based on various features, participants gained first hand experience in applying AI techniques to real-world scenarios.

"We are thrilled to launch the AI Literacy Series with such an engaging and impactful workshop," said Chan Chun Hei, King, the workshop instructor and Secretary of Technology at TRACES. "Our goal is to demystify AI and empower the next generation with the skills and knowledge needed to thrive in a technology-driven world. The enthusiasm and curiosity displayed by the students at St. Paul's College were truly inspiring."

The AI Literacy Series is designed to foster a deeper understanding of AI technologies and their applications, preparing students for future opportunities in STEM fields. TRACES plans to expand the series to more institutions, offering workshops on a range of AI-related topics to help students understand AI concepts, interact with AI systems, and critically evaluate their impact.