Basic Deep Learning with Pytorch with AI Code Generation Assistant

Date: 23 Sep 2025 (Tue)

Time: 14:30 - 17:00

Venue: M403 / Online

Target Audience: All current students

Medium of Instruction: English

Objective:

To provide participants with a hands-on introduction using deep learning models with Python. Participants will learn the fundamentals of building, training, and evaluating deep learning models. Explore the power of AI code generation for simplified programming.

What You Will Learn:

1. Learn about the basics of deep learning.
2. Get an understanding of PyTorch and its key components for building neural networks.
3. Implementing a deep learning model and training the model using PyTorch
4. AI code generation for simplified programming.

Agenda:

1. Introduction to Deep Learning
   - Introduction to deep learning and neural networks
2. Introduction to PyTorch
   - Overview of PyTorch and its advantages for deep learning
   - Installing PyTorch and setting up the development environment
3. Building a Deep Learning Model
   - Understanding the components of a deep learning mode
   - Implementing the model in PyTorch
4. Training the Model
   - Training and evaluating the model
5. AI code generation assistant
   - Use AI code generation assistant for simplified programming