- International Fees
International fees are typically three times the amount of domestic fees. Exact cost will be calculated upon completion of registration.
Course details
Artificial Intelligence (AI) is the intelligence expected to be demonstrated by machines and computer programs. This course is designed to provide students with expertise in creating and modifying required AI algorithms and techniques. The first part of the course will focus on classic AI solutions (especially decision making) while the second part will cover some of machine learning (ML) related applications of AI (with an emphasis on learning from examples). The course will consider real world problems that need to be solved with applications of AI and the techniques used to build such applications (e.g. using the techniques to create challenging non player characters (NPC) in games development or password strength classification and intrusion detection in network security). More specifically, students will learn about the searching paradigm in designing intelligent agents and will practice implementing search algorithms. Probabilistic reasoning will also be explored to help students learn how to deal with incomplete information and uncertainty. The course will also examine different learning techniques to guide students in creating self-learning models that can improve performance in decision-making over time through practical examples.
Prerequisite(s)
- 60% in COMP 8042
Credits
3.0
Domestic fees
$824.03
Course offerings
Spring/Summer 2024
Below is one offering of COMP 8085 for the Spring/Summer 2024 term.
CRN 68782
Duration
Thu Apr 04 - Thu Jun 20 (12 weeks)
- 12 weeks
- CRN 68782
- Domestic fees $824.03International fees are typically three times the amount of domestic fees.
Class meeting times
| Dates | Days | Times | Locations |
|---|---|---|---|
| Apr 04 - Jun 20 | Thu | 18:30 - 22:15 | Burnaby SE12 Rm. 325 |
Instructor
Sayyedhassan Shavarani
Course outline
Domestic fees
$824.03
Important information
- Departmental approval needed
- International fees are typically three times the amount of domestic fees. Exact cost will be calculated upon completion of registration.
-
1. Please email compBSc@bcit.ca for departmental approval. Include your full name, student number (A0#), course number (e.g. COMP 7000), and CRN #. 2. This is a BScACS course. BScACS courses are also open to non-bachelor program students, if approval is granted by the BScACS Program Head. 3. BScACS program students have up to seven (7) years to complete the program starting from the date of their first technical degree-level course or the date of acceptance to the BScACS program, whichever comes first.
Status
In Progress
This course offering is in progress. Please check back next term or subscribe to receive email updates.
Learning Outcomes
Upon successful completion of this course, the student will be able to:
- Describe what AI and ML are.
- Identify the right solution for a specific AI problem.
- Design and implement common search algorithms in AI including heuristic search and game search trees (e.g. minimax).
- Demonstrate reasoning in the presence of incomplete and/or uncertain information (probabilistic reasoning).
- Describe ML related applications of AI.
- Practice different 'learning from examples' algorithms (e.g. decision trees, regression models, artificial neural networks, inductive inference).
- Apply AI and ML techniques to real world problems (e.g. natural language processing or computer vision).
Effective as of Fall 2023
Related Programs
Artificial Intelligence (COMP 8085) is offered as a part of the following programs:
- Indicates programs accepting international students.
- Indicates programs with a co-op option.
School of Computing and Academic Studies
- Applied Computer Science (Database Option)
Bachelor of Science Part-time
- Applied Computer Science (Games Development Option)
Bachelor of Science Full-time
- Applied Computer Science (Human Computer Interface Option)
Bachelor of Science Part-time
- Applied Computer Science (Network Security Administration Option)
Bachelor of Science Part-time
- Applied Computer Science (Network Security Applications Development Option)
Bachelor of Science Full-time/Part-time
- Applied Computer Science (Wireless and Mobile Applications Development Option)
Bachelor of Science Part-time
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