Artificial IntelligenceAdvanced
Forward Deployed Engineer
Foundations through capstone
- Core modules
- 18
- Teaching topics
- 103
- Hands-on
- 56
Curriculum availableLesson videos being prepared
Courses that build real capability.
Every module, topic, practice brief and capstone, published in full. Curricula are available now; lesson videos are being prepared.
Browse the course catalogue
18 courses
Artificial IntelligenceIntermediate to advanced
Agentic AI
From machine learning foundations to a working, tested AI agent
- Core modules
- 12
- Teaching topics
- 70
- Hands-on
- 30
Curriculum availableLesson videos being prepared
Artificial IntelligenceIntermediate to advanced
AI-Augmented Python and Azure for Manufacturing
Plant data to a predictive model to an advisor agent, on Azure
- Core modules
- 9
- Teaching topics
- 37
- Hands-on
- 19
Curriculum availableLesson videos being prepared
Artificial IntelligenceBeginner
Generative AI Primer
What generative AI is, what it can do, and where the lines are
- Core modules
- 3
- Teaching topics
- 11
- Hands-on
- 1
Curriculum availableLesson videos being prepared
Artificial IntelligenceIntermediate
Generative AI Advanced
Prompting, applied use cases, and leading an organisation through adoption
- Core modules
- 5
- Teaching topics
- 15
- Hands-on
- 4
Curriculum availableLesson videos being prepared
AI-Assisted EngineeringAdvanced
GitHub Copilot Expert
Using an AI coding assistant across the whole software lifecycle, and governing it
- Core modules
- 6
- Teaching topics
- 20
- Hands-on
- 12
Curriculum availableLesson videos being prepared
AI-Assisted EngineeringAdvanced
Microsoft Copilot Expert
Building, integrating and governing enterprise agents on the Microsoft stack
- Core modules
- 6
- Teaching topics
- 23
- Hands-on
- 10
Curriculum availableLesson videos being prepared
Software ArchitectureAdvanced
AI-Augmented Software Architecture
Architecting systems where AI is part of the system, not a feature bolted on
- Core modules
- 9
- Teaching topics
- 37
- Hands-on
- 3
Curriculum availableLesson videos being prepared
Data and AIIntermediate
Big Data and AI for Banking
Banking data at scale, from storage through analysis to models and dashboards
- Core modules
- 5
- Teaching topics
- 20
- Hands-on
- 10
Curriculum availableLesson videos being prepared
Data EngineeringIntermediate
Azure Databricks Data Engineering
Build a governed lakehouse on Azure — ingestion through reporting
- Core modules
- 12
- Teaching topics
- 70
- Hands-on
- 53
Curriculum availableLesson videos being prepared
Artificial IntelligenceBeginner to intermediate
AI Agent Engineering Foundations
From Python, data and cloud basics to a deployed generative AI application and a governed multi-agent system
- Core modules
- 36
- Teaching topics
- 170
- Hands-on
- 93
Curriculum availableLesson videos being prepared
Data EngineeringBeginner to intermediate
Azure Cloud Data Engineering
SQL, Python and Spark through Data Factory, Databricks, Snowflake, Power BI and Fabric to a governed, deployed data platform
- Core modules
- 20
- Teaching topics
- 116
- Hands-on
- 75
Curriculum availableLesson videos being prepared
Data EngineeringBeginner to intermediate
AWS Cloud Data Engineering
SQL, Python and Spark through S3, Glue, Athena, Kinesis, Redshift, Databricks, dbt and Snowflake to a working analytics platform
- Core modules
- 18
- Teaching topics
- 89
- Hands-on
- 64
Curriculum availableLesson videos being prepared
Data EngineeringIntermediate
Snowflake Data and AI Engineering
Architecture, modelling, pipelines, governance, performance and Cortex AI on one governed platform
- Core modules
- 6
- Teaching topics
- 36
- Hands-on
- 27
Curriculum availableLesson videos being prepared
Data EngineeringAdvanced
Databricks AI Lakehouse Engineering
Streaming pipelines, Unity Catalog governance, DevOps, MLflow and AI agents on the Databricks platform
- Core modules
- 6
- Teaching topics
- 36
- Hands-on
- 31
Curriculum availableLesson videos being prepared
Data EngineeringIntermediate
Microsoft Fabric Data and Analytics
OneLake, lakehouses, pipelines, warehouses, Power BI, Real-Time Intelligence and AI in one analytics platform
- Core modules
- 6
- Teaching topics
- 35
- Hands-on
- 28
Curriculum availableLesson videos being prepared
Artificial IntelligenceIntermediate to advanced
AI Infrastructure Engineering
Data layers, RAG, GPU platforms, model serving, MLOps, security, agents, observability and FinOps for enterprise AI
- Core modules
- 11
- Teaching topics
- 79
- Hands-on
- 42
Curriculum availableLesson videos being prepared
Artificial IntelligenceIntermediate
AI Engineering Champions
Leading AI-assisted engineering in embedded and systems teams: Copilot, context, orchestration, PR quality, reusable skills, observability and ROI
- Core modules
- 10
- Teaching topics
- 59
- Hands-on
- 21
Curriculum availableLesson videos being prepared