Machine Learning & AI with Python

Training Provider: SINGAPORE POLYTECHNIC
Course Reference: TGS-2026064844
S$2,799

About This Course

This is a module under the Diploma in Engineering (Computer Engineering).

What You'll Learn

The aim of this module is to introduce students to the core principles of artificial intelligence (AI) and machine learning (ML), with an emphasis on hands-on learning and practical application. Students will learn how to implement common machine learning algorithms and apply them to solve real-world problems. The module also includes foundational training in Python programming and essential data analytics tools to support data cleaning, exploration, and preparation. By the end of the module, students will be able to analyse data using basic statistical methods, apply machine learning models for prediction, and use data visualization techniques to communicate key insights effectively.

Entry Requirements

GCE ‘O’ Levels
3 relevant passes and 1 year relevant working experience:
Subjects/Min. Grade:
English Language: 7
Mathematics (Elementary or Additional): 7
Science: 7

FT Nitec
GPA >= 3.5 in an engineering or IT discipline OR
GPA >= 3.0 in an engineering or IT discipline and 1 year of relevant working experience

PT Nitec in Technology/Services
GPA > 3.5 in an engineering or iIT discipline and 1 year of relevant working experience

FT Higher Nitec
GPA > 2.0 in an engineering or IT discipline OR
GPA > 1.5 in an engineering or IT discipline and 1 year of relevant working experience

PT Higher Nitec in Technology/Services
GPA > 2.0 in an engineering or IT discipline and 1 year of relevant working experience

WSQ Diploma
Relevant WSQ Advanced Certificate (or higher) with 1 year of relevant working experience and Level 6 for both WSQ Workplace Literacy SOA & Workplace Numeracy SOA.

Course Details

Duration 90 hours
Language English
Training Commitment Part Time
Total Enrolled New course
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