CoC in Artificial Intelligence Foundation (Data)

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)

In this SkillsFuture Certificate of Competency (CoC) course, 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.

Fee for this course can be paid using SkillsFuture Credits.
Please visit www.skillsfuture.sg/credit for more information.

SkillsFuture Course Reference Number: TGS-2020507947

Training Schedule