Introduction to Artificial Intelligence and Machine Learning

Overview

Program Learning Outcomes

Upon completion of this Introduction to Artificial Intelligence and Machine Learning course from University of Manitoba, you should be able to:

• understand the various applications of AI and recognize their value and limitations in addressing real-world problems 
• differentiate the four types of ML (supervised, semi-supervised, unsupervised, and reinforced) 
• understand the importance of security and risk management of AI and ML solutions and the impact of unintended consequences 
• investigate broad societal implications of AI and ML and understand their social impact and influence
• evaluate the effects of AI bias 
• investigate accountability structures of AI and ML systems and justify regulations that safeguard against misuse