R&D Courses

Key Skills You'll Learn

• Explain the requirements and Annex A controls of ISO/IEC 42001 and how they fit together.
• Establish AI governance structures, policies, roles and accountability.

Key Skills You'll Learn

• Understand core advanced AutoCAD techniques principles and how they fit together in practice.
• Apply practical techniques for advanced object grouping in day-to-day implementation.

Key Skills You'll Learn

• Establish and normalise an energy baseline from metered data and audit findings.
• Build and calibrate a dynamic simulation model of a building.

Key Skills You'll Learn

• Design secure, well-governed cloud landing zones and network architectures.
• Provision and manage infrastructure with Terraform modules, state management and testing.

Key Skills You'll Learn

• Analyse adversary tactics, techniques and procedures using the MITRE ATT&CK framework.
• Design layered defences and harden servers, endpoints and cloud workloads against recognised benchmarks.

Key Skills You'll Learn

• Interpret the clauses and Annex A controls of ISO/IEC 27001 and plan an implementation.
• Define the scope, context and policy framework of an information security management system.

Key Skills You'll Learn

• Design normalised relational schemas and tune queries using indexes and execution plans.
• Explain transaction handling, locking and concurrency in production databases.

Key Skills You'll Learn

• Frame business questions as well-posed machine learning problems with sound success metrics.
• Prevent data leakage and select validation strategies for tabular, temporal and grouped data.

Key Skills You'll Learn

• Organise files, folders, naming conventions and shared storage so teams can find the latest version.
• Use advanced spreadsheet formulas, pivot tables and Power Query to analyse and clean data.

Key Skills You'll Learn

• Understand core advanced GIS techniques principles and how they fit together in practice.
• Apply practical techniques for geodatabase architecture in day-to-day implementation.

Key Skills You'll Learn

• Frame business problems as predictive tasks and choose suitable evaluation metrics.
• Engineer features and prevent data leakage in tabular and temporal data.

Key Skills You'll Learn

• Manipulate vector data programmatically using GeoPandas and Shapely
• Process raster datasets using rasterio and numpy