Advanced Analytics Using Azure Machine Learning, Databricks, and the Lakehouse Architecture
Advanced analytics involves analyzing enterprise data that stretches beyond traditional business intelligence (BI) reports. It extends beyond structured and relational data warehouses and analyses semi-structured and unstructured data such as user interactions on a website or free-flowing text inputs such as social media feeds.
In this chapter, we will look at the tools, techniques, and a sample architecture template for implementing advanced analytics in your organization. This architecture can be converted into a standardized data mesh landing zone template and offered to any product team wanting to build a product that uses advanced analytics.
In this chapter, we will look at the typical requirements for advanced analytics scenarios. We will walk through a typical architecture for implementing advanced analytics, along with all the Azure services involved. We will see how data and processes...
