INSTITUTE FOR ARTIFICIAL INTELLIGENCE AND BIG DATA

Office of Deputy Vice Chancellor (Research & Innovation)

Neural Network and Deep Learning Course

Date: 24th September 2024

Level: Intermediate

Programme Overview

This intermediate course Studies into Neural Networks and Deep Learning, exploring the architectures and techniques used to build and train deep learning models. Participants will gain insights into the inner workings of neural networks and how they are applied to solve complex problems.

Programme Objectives

  • Understand the architecture and components of neural networks: This provides the essential foundation.
  • Design and train deep learning models for various applications: Emphasizes practical, application-driven learning.
  • Explore advanced topics like CNNs and RNNs: Introduces more complex architectures.
  • Gain practical experience in implementing deep learning models using popular libraries: Ensures hands-on learning, which is crucial.
  • Learn about DNNs, CNNs, RNNs, and LSTMs: Focuses on in-depth understanding of specific models and their applications.

Instructor

Instructor Picture

Dr. Muhammad Akmal Bin Remli

Programme Fees

RM 250