Basic Deep Learning with Pytorch with AI Code Generation Assistant

Date: 27 Sep 2024 (Fri)

Time: 14:30 - 17:00

Venue: M403 / Online

Target Audience: All students

Medium of Instruction: English

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