AI & High-Tech Programme

AI & Machine Learning

AI & High-Tech Program | Intermediate Level

Duration

8 Weeks

Level

Intermediate

Delivery

Blended / Online

CPD Hours

32 Hours

About the Programme

Course Overview

This course equips intermediate learners with both theoretical knowledge and practical skills to design, build, and deploy machine learning solutions. Covering core AI concepts, data preparation, supervised and unsupervised learning, deep learning, NLP, and model deployment.

Curriculum

Course Modules

Module 1Foundations of Artificial Intelligence

Foundations of Artificial Intelligence

Module 2Mathematics & Statistics for Machine Learning

Mathematics & Statistics for Machine Learning

Module 3Data Preparation & Feature Engineering

Data Preparation & Feature Engineering

Module 4Supervised Learning

Supervised Learning

Module 5Unsupervised Learning

Unsupervised Learning

Module 6Introduction to Deep Learning

Introduction to Deep Learning

Module 7Natural Language Processing (NLP)

Natural Language Processing (NLP)

Module 8Model Deployment & MLOps

Model Deployment & MLOps