Professional Certificate of Competency in Machine Learning & Artificial Intelligence

Integrated Masters with deeper specialization and research focus
Taught in English
Duration 3 Months
Mode Online
Level Undergraduate
Degree Undergraduate Certificate
Closing soon June 2027

Course Overview

The Professional Certificate of Competency in Machine Learning & Artificial Intelligence from the Engineering Institute of Technology is designed for engineers and technicians seeking to understand and apply fundamental machine learning techniques. You will explore core concepts including problem-solving through search algorithms, supervised learning methods, and mathematical optimization. This online certificate is ideal for professionals aiming to enhance their capabilities in data analysis and machine learning using industry-standard software like WEKA and MATLAB, preparing you for the increasing integration of AI across engineering disciplines.

This online, part-time certificate is structured over 3 months, with a curriculum comprising 12 modules. You will engage with topics ranging from basic statistics and probability to advanced areas like neural networks and Simultaneous Localization and Mapping (SLAM). The learning experience includes practical application of WEKA and MATLAB for data analysis and machine learning tasks. Upon completion, you will receive a Certificate of Competency from the Engineering Institute of Technology, equipping you with valuable skills for roles involving data-driven decision-making and AI implementation in engineering contexts.

Course Curriculum & Details

Detailed information for serious evaluators

Program Overview

This professional certificate provides a comprehensive introduction to machine learning and artificial intelligence. You will explore fundamental concepts, including definitions, algorithms, and basic statistical principles, while gaining practical experience with tools like MATLAB and WEKA. The course delves into problem-solving techniques using various search algorithms, advanced methods like A* search and genetic algorithms, and the intricacies of Simultaneous Localization and Mapping (SLAM). Furthermore, you will master key machine learning models such as decision trees, Naïve Bayes, K-NN, neural networks, and association rules.

1 Modules 1 & 2: Introduction to Machine Learning

Definitions
Introduction to algorithms
Basic statistics and probability concepts
Introduction to MATLAB and WEKA

2 Modules 3 & 4: Problem-Solving by Search Part 1

Problem-solving agents
Problem types
Example problems
Basic search algorithms

3 Modules 5 & 6: Problem-Solving by Search Part 2

Best-first search
A* search
Hill-climbing search
Genetic algorithms

4 Modules 7 & 8: Simultaneous Localization and Mapping (SLAM)

Robot localization techniques and principles
Mathematical optimization
Overview of Kalman filters and particle filters
SLAM

5 Modules 9 & 10: Machine Learning: Decision Trees and Naïve Bayes

Problems solved by machine learning
Decision trees
Naïve Bayes

6 Modules 11 & 12: Machine Learning: Neural Networks and Rules

K-NN
Neural networks
Association rules

Cost & Affordability

A clear picture of what this course will cost you

Program Costs

First Year Fee Tuition fee
USD 979.00
Total Program Cost Estimated total tuition
USD 979.00

Currency note: Program costs shown in USD based on the available tuition breakdown.

Living Costs

Accommodation
USD 580.00 - USD 1,974.00
Food & Groceries USD 2,122.00 - USD 2,971.00
Transport USD 849.00 - USD 1,698.00
Utilities & Bills USD 849.00 - USD 1,698.00
Estimated Total USD 3,820.00 - USD 6,367.00

Living cost estimates are based on Perth Campus.

Outcomes & Employability

What happens after you graduate

79%
Graduate Employment Rate Within 6 to 12 months of graduation

Common Graduate Roles

Artificial Intelligence & Machine LearningBlockchain & Emerging TechnologiesCloud Computing & InfrastructureCybersecurityData Science & AnalyticsDevOps & Site Reliability EngineeringHardware & Semiconductor EngineeringIT Support & Systems AdministrationProduct Management & UXSoftware Development & Engineering

Top Employers Hiring for this course

Cognetiks Consulting

Why Study Professional Certificate of Competency in Machine Learning & Artificial Intelligence at Engineering Institute of Technology

What makes this program stand out

June 2027 Closing soon

Next intake is in June 2027

Life at Engineering Institute of Technology in Australia

What daily life looks like for international students

Language

English

Primary language everywhere

Climate

Mild & Rainy

10-20°C average, pack layers

Safety (Numbeo Safety Index)

Very Safe

Exeter is one of UK's safest cities

Frequently Asked Questions

Common questions about Professional Certificate of Competency in Machine Learning & Artificial Intelligence at Engineering Institute of Technology

Can I work while studying?

International students can work up to 48 hours every two weeks during term time and unlimited hours during breaks in Australia. A separate work permit is not required.

What English language score do I need for this course?

To enroll, you need to meet the English proficiency requirements, which include an IELTS listening score of 5.0, an overall score of 5.5, and similar scores in reading, speaking, and writing. Ensure you achieve these before applying.

What jobs can I get after studying this course?

Potential job titles include Machine Learning Engineer, Data Scientist, AI Researcher, Software Developer, and Data Analyst.

What will I actually study in this course?

This professional development course is designed for engineers and technicians who need an understanding of machine learning and its basic techniques.

Machine Learning Course Benefits

  • Receive a Certificate of Completion from EIT.
  • Learn from well-known faculty and industry experts from around the globe.
  • Flexibility of attending anytime from anywhere, even when you are working full-time.
  • Interact with industry experts during the webinars

When can I start — what are the intake months?

The next intake for the Professional Certificate in Machine Learning & Artificial Intelligence is in June. Make sure to apply before the deadline to secure your spot.
ℹ️️
ℹ️️
ℹ️️
Account
  • New student?

Search for universities & courses

ℹ️️
ℹ️️
ℹ️️
ℹ️️