Course Details Anchor Navigation

Overview

Course Duration

14 hours

Type of course

Part-time

Campus where course is offered

ITE College West

Course Certification

SkillsFuture Certificate of Competency (CoC)
You will be equipped with the knowledge and skills to manipulate data, apply machine learning techniques to make predictions and evaluate the accuracy of AI models.

What you'll learn

  • Introduction to AI & Project Cycle
  • Obtaining Data
  • Basic Data Processing
  • Handling Erroneous & Missing Data
  • Introduction to Basic Statistics
  • Data Visualization
  • Supervised Learning Techniques
  • Supervised Regression Techniques
  • Artificial Neural Networks
  • Model Outputs
  • K – Nearest Neighbour

Entry Requirements

This is an Intermediate level course. Applicants are advised to have basic Python programming knowledge.