Applied AI—Connect, MPS (Toronto)

Graduatemajor2027 catalogProfessional StudiesToronto43 semester hours totalverified parse

Official catalog page for this program

Connect Courses

• AAI 5015 — Mathematical Concepts
• AAI 5025 — Python
• AAI 5035 — Research Methods and Scientific Writing

Core Courses

From the catalog

Complete the following:

• AAI 6600 — Applied Artificial Intelligence
• AAI 6610 — Applied Machine Learning
• AAI 6620 — Applied Natural Language Processing
• AAI 6630 — Applied Computer Vision

Restricted Electives

From the catalog

Complete 6 semester hours from the following:

• Choose 6 semester hours from:
  • 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

Co-op

From the catalog

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
• One of:
  • COP 6945 — Co-op Work Experience—Full Time
  • COP 6946 — Global Co-op Work Experience—Full Time
  • COP 6954 — Co-op Work Experience - Half-Time

Integrative Experiential Learning

From the catalog

This option substitutes for 3 semester hours of restricted elective credits in programs that require at least 3 semester 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

Concentrations

AI for 3D Imaging

From the catalog

Complete the following:

• AAI 6710 — Graph Signal Processing
• AAI 6720 — Graph Neural Networks
• AAI 6730 — Deep Learning for 3D Point Cloud Analysis

• From the catalog

  Complete one of the following:

• One of:
  • 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

From the catalog

Complete the following:

• AAI 6660 — Chatbot Architecture
• AAI 6670 — Chatbot Application

• From the catalog

  Complete two of the following:

• Choose 6 semester hours from:
  • 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

From the catalog

Complete the following:

• AAI 6680 — AI for Cybersecurity
• AAI 6690 — Machine Learning for Cyberdetection

• From the catalog

  Complete two of the following:

• Choose 6 semester hours from:
  • 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

GPA requirements

• 43 total semester hours required Minimum 3.000 GPA required

Parsed from the catalog by NU Map; the structured machine copy is in this college's JSON for the 2027 catalog, under applied-aiconnect-mps-toronto, and the official page is the authority.