Data, AI, Simulation & Analytics
59 online programmes, designed with industry and taught by practising engineers.
Data, AI, Simulation and Analytics in Canada
Canada is a recognised centre for artificial intelligence research, with hubs in Toronto, Montréal and Edmonton supported by institutes such as the Vector Institute, Mila and Amii. Engineering teams across manufacturing, energy, finance and transport apply simulation, machine learning and data analytics to real operational problems. The federal government's Pan-Canadian AI Strategy and privacy regulation shape how organisations handle data. Typical employers include technology firms, banks, aerospace and automotive companies, and public research bodies.
Bodies and associations
Where graduates work
Master’s in 3D Vision, Metrology and Reconstruction
Online master's programme of 1,900 hours in 3D vision, metrology and reconstruction: photogrammetry, point clouds and GD&T accuracy. 12 modules covering vision geometry, system calibration, 3D…
Master’s in AI Governance and Compliance (EU AI Act)
Online master's programme of 1,900 hours in AI governance and compliance under the EU AI Act: risk, documentation, evaluation and ethics. 12 modules covering the regulatory…
Master’s in Causality and Experimentation (A/B) for Engineering
Online master's programme of 1,900 hours in causality and experimentation (A/B) for engineering: uplift, counterfactuals and trial design. 12 modules covering causal graphical models, classical design…
Master’s in Digital Twins for Energy and Grids
Online master's programme of 1,900 hours in digital twins for energy and grids: DERMS, forecasting, optimisation and flexibility. 12 modules covering power system modelling, data and…
Master’s in Edge AI & TinyML
Online master's programme of 1,900 hours in Edge AI and TinyML: quantisation and pruning, runtimes on MCUs and NPUs, and secure OTA updates. 12 modules covering…
Master’s in Factory and Supply Chain Digital Twins
Online master's programme of 1,900 hours in factory and supply chain digital twins. 12 modules covering manufacturing system modelling, discrete-event simulation, plant connectivity, virtual commissioning, production…
Master’s in Federated Learning & Privacy-Preserving ML
Online master's programme of 1,900 hours in federated learning and privacy-preserving ML: FL, differential privacy, encryption and multi-party governance. 12 modules covering federated algorithms, differential privacy,…
Master’s in GeoAI & Dynamic Mapping
Online master's programme of 1,900 hours in GeoAI and dynamic mapping: telemetry, risk maps and spatio-temporal prediction. 12 modules covering geospatial data, remote sensing, spatial analysis,…
Master’s in Graph ML for Networks and Systems
Online master's programme of 1,900 hours in graph machine learning for networks and systems: GNNs for power grids, traffic, supply chains and cybersecurity. 12 modules covering…
Master’s in HPC & GPU for Simulation and AI
Online master's programme of 1,900 hours in HPC and GPU computing for simulation and AI: CUDA/OpenMP, scaling, performance and cost. 12 modules covering HPC architectures, parallel…
Master’s in Industrial Data Engineering & Platform MLOps
Online master's programme of 1,900 hours in industrial data engineering and platform MLOps: data lakes, feature stores, cataloguing and data quality. 12 modules covering industrial data…
Master’s in Model and Data Observability
Online master's programme of 1,900 hours in model and data observability: drift, data contracts, traceability and auditing. 12 modules covering observability foundations, telemetry and instrumentation, data…
Master’s in Multimodality (Video, IMU, Radar, Technical Text)
Online master's programme of 1,900 hours in multimodal AI for engineering: fusion and cross-learning from video, IMU, radar and technical text. 12 modules covering multimodal data,…
Master’s in Multiphysics Co-Simulation & FMI/FMU
Online master's programme of 1,900 hours in multiphysics co-simulation and FMI/FMU: 1D/3D coupling, orchestration and HIL/SIL. 12 modules covering coupled multiphysics systems, Modelica modelling, the FMI…
Master’s in Optimisation under Uncertainty
Online master's programme of 1,900 hours in optimisation under uncertainty: robust and stochastic optimisation, scenarios and trade-offs. 12 modules covering stochastic programming, robust optimisation, chance constraints…
Master’s in Predictive Maintenance with AI
Online master's programme of 1,900 hours in predictive maintenance with AI: vibration, acoustics, asset health and partial digital twins. 12 modules covering maintenance strategy, reliability, condition…
Master’s in Real-Time Analytics and Stream Processing
Online master's programme of 1,900 hours in real-time analytics and stream processing: Kafka/Pulsar, CEP, operational KPIs and low latency. 12 modules covering data in motion, distributed…
Master’s in Reinforcement & Imitation Learning for Control
Online master's programme of 1,900 hours in reinforcement and imitation learning for control: RL/IL, hybrid MPC and safety. 12 modules covering sequential decision-making, tabular and deep…
Master’s in Synthetic Data and Sensor Simulation
Online master's programme of 1,900 hours in synthetic data and sensor simulation: ray tracing, domain randomisation and scenario coverage. 12 modules covering synthetic data types, sensor…
Master’s in Technical NLP and Engineering Assistants (RAG)
Online master's programme of 1,900 hours in technical NLP and engineering assistants (RAG) for documentation, logs and expert support. 12 modules covering natural language in engineering,…
Master’s in Time Series, Signals and Anomaly Detection
Online master's programme of 1,900 hours in time series, signals and anomaly detection: sensors, spectra, forecasting and root cause analysis. 12 modules covering digital signal processing,…
Master’s in Traffic and Mobility Twins
Online master's programme of 1,900 hours in traffic and mobility twins: micro/macro simulation, signal control and demand. 12 modules covering traffic engineering, mobility data, demand modelling,…
Master’s in Verification, Validation and UQ of Models
Online master's programme of 1,900 hours in verification, validation and uncertainty quantification of models: uncertainty, V&V, safety cases and confidence. 12 modules covering model credibility, code…
Master’s in Visual Analytics and Technical BI
Online master's programme of 1,900 hours in visual analytics and technical business intelligence: dashboard design, data storytelling and operational decision-making. 12 modules covering BI fundamentals, visual…