Program Overview

This programme provides a comprehensive introduction to Machine Learning (ML), building on foundational Python programming skills. Participants will implement key ML algorithms including linear and logistic regression, KNN, decision trees, support vector machines, K-means clustering, and neural networks using Python libraries such as Scikit-learn and Keras. The course also explores real-world ML applications, current research trends, and cloud-based deployment tools, preparing learners for careers in data-driven and research-oriented domains.

Who this is for

Individuals interested in Machine Learning and Artificial Intelligence
Research students and professionals aiming to work in data-driven industries
Learners with basic programming knowledge seeking practical ML skills

How to apply

pdu@iit.ac.lk

Apply View Fees

Next / Start

2026-05-18

Time

Mon & Wed, 7:00 PM – 9:30 PM

Introduction to Machine Learning

Overview of ML concepts and applications

Python Basics for Machine Learning

Variables, data types, and basic syntax

Python Continued & Logistic Regression

Implementing regression models

Clustering Techniques

Neural Networks Introduction

Decision Trees

Decision Trees Continued, ML Model Evaluation, Recent ML Developments

Machine Learning in the Cloud

Deploying ML models using cloud services
Research opportunities in ML

Who this is for

Individuals interested in Machine Learning and Artificial Intelligence
Research students and professionals aiming to work in data-driven industries
Learners with basic programming knowledge seeking practical ML skills

How to apply

pdu@iit.ac.lk

Apply View Fees

Next / Start

2026-05-18

Time

Mon & Wed, 7:00 PM – 9:30 PM

Program Overview

Who this is for

Individuals interested in Machine Learning and Artificial Intelligence
Research students and professionals aiming to work in data-driven industries
Learners with basic programming knowledge seeking practical ML skills

How to apply

pdu@iit.ac.lk

+94 77 056 6577

Apply View Fees

Next Start

2026-05-18

Time

Mon & Wed, 7:00 PM – 9:30 PM

Introduction to Machine Learning

Overview of ML concepts and applications

Python Basics for Machine Learning

Variables, data types, and basic syntax

Python Continued & Logistic Regression

Implementing regression models

Clustering Techniques

Neural Networks Introduction

Decision Trees

Decision Trees Continued, ML Model Evaluation, Recent ML Developments

Machine Learning in the Cloud

Deploying ML models using cloud services
Research opportunities in ML

Who this is for

Individuals interested in Machine Learning and Artificial Intelligence
Research students and professionals aiming to work in data-driven industries
Learners with basic programming knowledge seeking practical ML skills

How to apply

pdu@iit.ac.lk

+94 77 056 6577

Apply View Fees

Next Start

2026-05-18

Time

Mon & Wed, 7:00 PM – 9:30 PM

IIT PDU students in a modern learning environment

Stay Relevant. Stay Competitive.

IIT PDU equips you with the tools, mindset, and knowledge to thrive in tomorrow’s business and tech landscape.

Explore Programs Apply Now

Why Choose IIT PDU

Built for modern careers.

Strategic, future-ready programmes built for today’s digital economy

Designed for working professionals seeking practical, high-impact learning

Focused on real-world challenges in business, tech, and digital transformation

Ideal for individuals and corporate teams looking to upskill or reskill