Singapore University of Social Sciences

Artificial Intelligence 101

Artificial Intelligence 101 (AIT503)

Applications Open: 01 May 2024

Applications Close: 15 June 2024

Next Available Intake: July 2024

Course Types: Modular Graduate Course

Language: English

Duration: 6 months

Fees: $2200 View More Details on Fees

Area of Interest: Science and Technology

Schemes: To be confirmed

Funding: To be confirmed

School/Department: School of Science and Technology


AIoT is the combination of artificial intelligence (AI) and internet of things (IoT). IoT will generate large volume of raw data. However, this data without the analytics or inference by systems is of no value. In current day, machine learning algorithms dominate the field of AI. This course gives an overview of the fundamental machine learning algorithms and introduces students to the advanced topics such as artificial neural networks (ANN), convolutional neural network (CNN), recurrent neural networks (RNN) and reinforcement learning.

Level: 5
Credit Units: 5
Presentation Pattern: EVERY JULY


  • Introduction to Artificial Intelligence
  • Supervised Learning
  • Unsupervised Learning
  • Datasets
  • Reinforcement Learning
  • Deep Learning
  • Artificial Neural Networks
  • Convolutional Neural Networks
  • Recurrent Neural Networks
  • AI and Digital Twin
  • Big Data Loop
  • Deployment of models

Learning Outcome

  • Assess the algorithms as supervised or unsupervised or hybrid types.
  • Inspect the datasets and process them for training algorithms.
  • Choose appropriate parameters for the algorithm to solve a given problem.
  • Rate the performance of machine learning algorithms.
  • Select the appropriate learning algorithm for the given problem.
  • Set up machine learning algorithm and solve the given problem.
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