Course Overview
Artificial intelligence and machine learning (AI/ML) are emerging technologies that are disrupting every area of industry. Whether business intelligence, supply chain management, customer service, finance, or human resources, AI/ML management knowledge workers are required to design and implement AI solutions. This course provides a business perspective for integrating AI and ML into an organization’s business strategy. Students will explore the history of artificial intelligence, compare different AI algorithms, and evaluate the ethical implications of these technologies. AI/ML business models and techniques will be outlined, and the student will carry out simple machine learning experiments. The toolsets and frameworks that allow an artificial intelligence and machine learning (AI/ML) management knowledge worker to create a business solution without complex programming will be the focus of this course. The students will manage and train neural networks using various models and construct an image classification application.
Prerequisite(s)
Credits
5.0
- 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:
- Explain the history of artificial intelligence (AI) developments
- Describe key AI technologies
- Analyze the business functions of machine learning (ML)
- Analyze the ethical implications of AI
- Explain the mathematics required for AI
- Prepare simple machine learning models
- Assess artificial intelligence/machine learning (AI/ML) algorithms such as one variable regression, multiple variable regression, and logistic regression
- Train neural networks and deep learning models
- Apply artificial intelligence/machine learning (AI/ML) techniques
- Design efficient and effective machine learning systems
- Implement an image classification application
Effective as of Fall 2021
Related Programs
Artificial Intelligence Management 1 (BSYS 3001) 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.