Curriculum: MPS in Applied AI Connect - Toronto

Connect Courses

Code	Title	Hours
AAI 5015	Mathematical Concepts	3
AAI 5025	Python 3	3
AAI 5035	Research Methods and Scientific Writing	3

Core Courses

Complete the following:

Code	Title	Hours
AAI 6600	Applied Artificial Intelligence	3
AAI 6610	Applied Machine Learning	3
AAI 6620	Applied Natural Language Processing	3
AAI 6630	Applied Computer Vision	3
Restricted Electives		6
Complete six semester hours from the following:
AAI 6640	Applied Deep Learning
AAI 6650	Recommender System
AAI 6655	Prompt Engineering
AAI 6665	Generative Artificial Intelligence
AAI 6740	Applied Reinforcement Learning
AAI 6790	Applied Quantum AI
AAI 6850	Applied Blockchain AI
AAI 6900	AI for Autonomous Systems
AAI 6983	Special Research Topics in AI
Capstone
AAI 6980	Integrated Experiential Capstone	4

Concentration or Electives Option

A concentration is not required. Students may complete the electives option in lieu of a concentration.

Optional Experiential Learning Opportunities

The College of Professional Studies encourages its students to incorporate optional experiential learning opportunities in their academic plans.

Code	Title	Hours
Co-op	This option requires 1 additional semester hour of credit and tuition in addition to this program’s required credit hours.
INT 6200	Experiential Project Preparation	1
OP 6945 or COP 6946 or COP 6954	Co-op Work Experience—Full Time or Global Co-op Work Experience—Full Time or Co-op Work Experience—Half-Time	0
Integrative Experiential Learning	This option substitutes for 3 semester hours of restricted elective credits in programs that require at least 3semester hours of restricted elective credits. If the student has already completed the program’s restricted electives or the program does not have an elective requirement, this option requires 3 additional hours of credit and tuition in addition to this program’s required credit hours.
INT 6943	Integrative Experiential Learning	3

Program Credit/GPA Requirements

43 total semester hours required

Minimum 3.000 GPA required

AI for 3D Imaging Concentration

Complete the following:

Code	Title	Hours
AAI 6710	Graph Signal Processing	3
AAI 6720	Graph Neural Networks	3
AAI 6730	Deep Learning for 3D Point Cloud Analysis	3
Complete one of the following:		3
AAI 6640	Applied Deep Learning
AAI 6650	Recommender System
AAI 6665	Generative Artificial Intelligence
AAI 6740	Applied Reinforcement Learning
AAI 6790	Applied Quantum AI
AAI 6850	Applied Blockchain AI
AAI 6900	AI for Autonomous Systems

Conversational AI and Chatbots Concentration

Complete the following:

Code	Title	Hours
AAI 6660	Chatbot Architecture	3
AAI 6670	Chatbot Application	3
Complete two of the following		6
AAI 6640	Applied Deep Learning
AAI 6650	Recommender System
AAI 6655	Prompt Engineering
AAI 6665	Generative Artificial Intelligence
AAI 6740	Applied Reinforcement Learning
AAI 6790	Applied Quantum AI
AAI 6850	Applied Blockchain AI
AAI 6900	AI for Autonomous Systems

Machine Learning for Cybersecurity Concentration

Complete the following:

Code	Title	Hours
AAI 6680	AI for Cybersecurity	3
AAI 6690	Machine Learning for Cyberdetection	3
Complete two of the following:		6
AAI 6640	Applied Deep Learning
AAI 6650	Recommender System
AAI 6665	Generative Artificial Intelligence
AAI 6740	Applied Reinforcement Learning
AAI 6790	Applied Quantum AI
AAI 6850	Applied Blockchain AI
AAI 6900	AI for Autonomous Systems

Electives Option

Complete any College of Professional Studies graduate-level courses, unused courses in this program, or acombination of both in lieu of a concentration to meet total program required semester hours.

* Please note: this curriculum is for marketing purposes only, and is subject to change.