AI is a big category. You will need skills to understand, build, deploy and manage AI projects. You will need…
Azure Delta Lake is a method to wrap Parquet data formats, in a ‘neutral’ format for data processing. It is…
Azure AI Foundry offers a compliance-first design and enterprise scaffolding necessary to safely move from experimental AI use cases to…
If you build a Data Lake or Lakehouse in Azure, or in AWS, and you choose ‘Delta Lake’ or the…
Azure Data Lake Concepts summarised. Why Delta Lake in Azure is a best practices implementation of a Data Lakehouse concept.…
Function App Role in an AI workflow A Function App is typically used for serverless, small-scale, and responsive tasks, ensuring…
Typical example of a Delta Lake and ‘Lakehouse’ architecture. The Delta Lake format as the primary storage layer for the…
RAG or Retrieval Augmented Generation services some standard use cases. Use Case: Customised AI system to address externally facing processes…
CoPilot (Azure, Microsoft), are autonomous bots that provide a user interface application and back end data processing. They can be…
Component Role Why It’s Needed Copilot / Client Application The user-facing interface where a query or request is initiated. This…