Advanced Artificial Intelligence Instructor-led

Overview

This course will acquaint you with advanced concepts in artificial intelligence.

You will discuss various AI techniques in depth, with a view to implementation., and work methodically through how to develop artificial intelligence systems – including the design of expert systems.

Who is it for?

Technical professionals

Certificates are awarded on the following basis:

• Certificate of completion: Cumulative average of 80% in online tests
• Certificate of participation: Cumulative average of 50%-79% for online tests
• Certificate of attendance: Cumulative average of less than 50% for online tests

Learning outcomes

You will emerge from this course:

• Understanding current theories, methods and techniques in the field of artificial intelligence;

And able to:

• Implement various techniques and algorithms for AI using coding;
• Apply your skills to hands-on projects, programming and building an AI-based expert system; and
• Analyse real-world problems and solve them using AI techniques.

You will cover

Agents and search techniques; game playing; knowledge representation; building an AI project; artificial neural networks; fundamentals of machine learning; building AI in your organisation: tackle a real-world case; discuss the future of AI and its applications in various domains; and complete two capstone projects.

Course prerequisites

• An understanding of the concepts of object-oriented programming;
• An understanding of the basics of data structure and algorithms;
• Knowledge of Python or R;
• Basic hardware knowledge (knowledge of any processor or controller).

Job opportunities

• Data scientist; engineer.