Course Overview
In this course, students will continue to develop the skills from BSYS 3001 Artificial Intelligence Management 1. The business use cases of deep learning will be evaluated, and students will compare supervised, unsupervised and reinforcement machine learning models. The different types of neural networks, constraint and optimization problems, and search techniques will also be investigated. Other deep learning tools will be explored as the student applies these techniques to business process management. The focus will be on artificial intelligence/machine learning (AI/ML) business solutions that can be implemented and managed without unnecessary technical complexity. Upon completion of the course the student will be able to manage AI/ML implementation projects.
Prerequisite(s)
Credits
5.5
- Not offered this term
- This course is not offered this term. Notify me to receive email notifications when the course opens for registration next term.
Learning Outcomes
Upon successful completion of this course, the student will be able to:
- Contrast supervised, unsupervised and reinforcement learning
- Define, discuss, and evaluate the ethics of recommendation systems
- Learn about Machine Learning Algorithms such as Decision Trees, K-means, K-nearest neighbours, and Markov Chains
- Understand the pros and cons of different Machine Learning Algorithms for making decisions
- Understand the key components of Optimization, and how continuity, differentiability and convexity help determine the correct algorithm
- Analyze optimization problems using Hill Climbing, Simulated Annealing, and Genetic Algorithms
- Evaluate Automated Planning, Adversarial Search, Probabilistic Models, and Pattern Recognition techniques
- Develop artificial intelligence applications as a project team and present these applications to stakeholders
Effective as of Winter 2022
Related Programs
Artificial Intelligence Management 2 (BSYS 4001) is offered as a part of the following programs:
- Indicates programs accepting international students.
- Indicates programs eligible for students to apply for Post-graduation Work Permit (PGWP).
School of Business + Media
- Artificial Intelligence Management
Associate Certificate Part-time
- Business Information Technology Management (Artificial Intelligence Management Option)
Diploma Full-time
Programs and courses are subject to change without notice. Find out more about BCIT course cancellations.