Data, AI, Simulation & Analytics
78 online programmes, designed with industry and taught by practising engineers.
Diploma in Industrial Data Architectures and Feature Stores
Online postgraduate diploma of 800 hours in industrial data architectures and feature stores. 8 modules covering IEC 62264 (ISA-95), IEC 62541 (OPC UA) and IEC 62443,…
Diploma in Industrial Photogrammetry and Point Clouds
Online postgraduate diploma of 800 hours in industrial photogrammetry and point clouds. 8 modules covering photogrammetry and projective geometry, camera calibration, target-based measurement and bundle adjustment,…
Diploma in Industrial RAG with Documentation and Logs
Online postgraduate diploma of 800 hours in industrial RAG over documentation and logs, with 8 modules covering retrieval-augmented architecture, technical documentation ingestion, log ingestion and analysis,…
Diploma in Integration of Technical Assistants in Operations
Online postgraduate diploma of 800 hours in integrating technical assistants into operations, structured in 8 modules covering use cases, integration with ERP, MES and CMMS, operational…
Diploma in Intelligent Alerting and Analytics SLO/SLA
Online postgraduate diploma of 800 hours in intelligent alerting and analytics SLOs/SLAs. 8 modules covering reliability of analytical systems, SLI and SLO definition, telemetry, symptom-based and…
Diploma in Micro/Macro-Sim of Networks and Traffic Signals
Online postgraduate diploma of 800 hours in micro/macro network simulation and traffic signal control: 8 modules covering traffic flow and road networks, macrosimulation, microsimulation, signal timing…
Diploma in MILP/CP Modeling and Heuristics for Production
Online postgraduate diploma of 800 hours in MILP/CP modelling and heuristics for production. 8 modules covering production scheduling problems, mixed-integer linear programming, formulation improvement, constraint programming,…
Diploma in Mixed Pipelines Simulation-High Performance AI
Online postgraduate diploma of 800 hours in high-performance mixed simulation-AI pipelines. 8 modules covering simulation-AI integration, large-scale data generation, high-performance surrogate models, online coupling, scientific MLOps,…
Diploma in Mobility Policy and KPI Evaluation
Online postgraduate diploma of 800 hours in mobility policy evaluation and KPIs: 8 modules covering public mobility policy, indicator systems under ISO 37120 and ISO 37122,…
Diploma in Model Compression and Inference in MCU/NPUs
Online postgraduate diploma of 800 hours in model compression and inference on MCUs/NPUs. 8 modules covering edge inference hardware, efficient architectures, quantisation, pruning and distillation, compilers…
Diploma in Multi-Stakeholder Governance and Risk Assessment
Online postgraduate diploma of 800 hours in multi-party governance and risk assessment, with 8 modules covering data and AI governance, multi-party ecosystems, the European legal framework,…
Diploma in Multimodal Model Evaluation and Robustness
Online postgraduate diploma of 800 hours in multimodal model evaluation and robustness: 8 modules covering multimodal models, evaluation design, performance according to ISO/IEC TS 4213, robustness…
Diploma in Multimodal Pipelines and Synchronization
Online postgraduate diploma of 800 hours in multimodal pipelines and synchronisation: 8 modules covering multimodal data, time synchronisation with IEEE 1588 (PTP) and IEEE 802.1AS (gPTP),…
Diploma in Network Operation Forecasting/Optimization
Online postgraduate diploma of 800 hours in grid operation forecasting and optimisation: 8 modules covering power system operation under Regulation (EU) 2017/1485, demand forecasting, renewable generation…
Diploma in OEE/WIP Integration and Twin Orchestration
Online postgraduate diploma of 800 hours in OEE/WIP integration and digital twin orchestration: 8 modules covering manufacturing KPIs under ISO 22400-2, plant data acquisition, digital twin…
Diploma in On-Device Pipeline Design with TFLite/ONNX
Online postgraduate diploma of 800 hours in on-device pipeline design with TFLite/ONNX. 8 modules covering on-device inference, model conversion and export, acceleration and delegates, pre- and…
Diploma in Operational Metrics and Low Latency KPIs
Online postgraduate diploma of 800 hours in operational metrics and low-latency KPIs. 8 modules covering KPI design, real-time analytical databases, streaming computation, operational visualisation and metrics…
Diploma in OTA Security and Edge Version Management
Online postgraduate diploma of 800 hours in OTA security and version management at the edge. 8 modules covering edge device life cycle, root of trust and…
Diploma in Parallelization with CUDA/OpenMP and Profiling
Online postgraduate diploma of 800 hours in parallelisation with CUDA/OpenMP and profiling: 8 modules covering parallel architectures, OpenMP programming, CUDA fundamentals, advanced GPU optimisation, profiling and…
Diploma in Partial Twins and Degradation Assessment
Online postgraduate diploma of 800 hours in partial twins and degradation assessment. 8 modules covering physical, reduced-order and hybrid degradation models, Bayesian data assimilation, remaining useful…
Diploma in PdM Deployment: Integration with SCADA/CMMS
Online postgraduate diploma of 800 hours in PdM deployment and SCADA/CMMS integration. 8 modules covering SCADA and historians, CMMS/EAM integration, OT/IT architecture, predictive alert management, industrial…
Diploma in Platform MLOps: CI/CD of Models and Traceability
Online postgraduate diploma of 800 hours in platform MLOps: model CI/CD and traceability. 8 modules covering ISO/IEC 42001:2023, Regulation (EU) 2024/1689 (AI Act) and ISO/IEC 23894:2023,…
Diploma in Policy Design with Monte Carlo Simulation
Online postgraduate diploma of 800 hours in policy design with Monte Carlo simulation. 8 modules covering Monte Carlo fundamentals, uncertainty modelling, variance reduction, policy evaluation, simulation-based…
Diploma in Precision Reconstruction and Alignment with CAD
Online postgraduate diploma of 800 hours in precision reconstruction and CAD alignment. 8 modules covering 3D reconstruction metrology, high-precision capture, registration and view fusion, meshing and…