X. Collaborative Specializations
Artificial Intelligence
MSc/MASc Collaborative Specialization
Admission Requirements
Masters students in the Collaborative Specialization in Artificial Intelligence must meet the admission requirements of the participating department in which they are enrolled. The application process has two stages. First, prospective students will apply to their primary program of interest, identifying interest in the collaborative specialization as a focus. If the student is admitted to the primary program as a thesis student, the second stage is then admission to the collaborative specialization. All applications to participate in the Collaborative Specialization in Artificial Intelligence will be vetted by the specialization’s Graduate Program Coordinator.
Program Requirements
Masters students in the collaborative specialization in artificial intelligence must complete:
| UNIV*6080 | [0.25] | Computational Thinking for Artificial Intelligence |
| UNIV*6090 | [0.50] | Artificial Intelligence Applications and Society |
One of the following Elective Core courses:
| CIS*6020 | [0.50] | Artificial Intelligence |
| ENGG*6500 | [0.50] | Introduction to Machine Learning |
| STAT*6801 | [0.50] | Statistical Learning |
Two of the following Complementary AI-related courses:
| BINF*6970 | [0.50] | Statistical Bioinformatics |
| CIS*6050 | [0.50] | Neural Networks |
| CIS*6060 | [0.50] | Bioinformatics |
| CIS*6070 | [0.50] | Discrete Optimization |
| CIS*6080 | [0.50] | Genetic Algorithms |
| CIS*6100 | [0.50] | Parallel Processing Architectures |
| CIS*6120 | [0.50] | Uncertainty Reasoning in Knowledge Representation |
| CIS*6140 | [0.50] | Software Engineering |
| CIS*6160 | [0.50] | Multiagent Systems |
| CIS*6320 | [0.50] | Image Processing Algorithms and Applications |
| CIS*6420 | [0.50] | Soft Computing |
| ENGG*6100 | [0.50] | Machine Vision |
| ENGG*6140 | [0.50] | Optimization Techniques for Engineering |
| ENGG*6570 | [0.50] | Advanced Soft Computing |
| MATH*6020 | [0.50] | Scientific Computing |
| MATH*6021 | [0.50] | Optimization I |
| MATH*6051 | [0.50] | Mathematical Modelling |
| PHIL*6760 | [0.50] | Science and Ethics |
| STAT*6821 | [0.50] | Multivariate Analysis |
| STAT*6841 | [0.50] | Computational Statistical Inference |
| ENGG*4460 | [0.50] | Robotic Systems |
| STAT*4000 | [0.50] | Statistical Computing |
And an acceptable AI-related thesis. Requirements of this collaborative specialization may also serve as core and/or elective requirements in the student’s home program.