OpenHack – Modern Data Warehousing (OHMDW) – Outline

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Challenge 1: Select and provision storage for an enterprise data lake In this challenge, you will…

Learning objectives:

  • Compare and contrast Azure storage offerings
  • Provision the selected Azure storage service

Challenge 2: Ingest data from cloud sources In this challenge, you will….

Learning objectives:

  • Orchestrate the ingestion of data from multiple cloud-based sources to a single cloud-based store
  • Ensure the protection of specific customer data at all times leveraging the current technology set and solution architecture

Challenge 3: Pull data from on-premises and establish source control In this challenge, you will…

Learning objectives:

  • Orchestrate the ingestion of data specifically from maintained “on-premises” solutions
  • Implement a cloud-based source control repository for the developed solution

Challenge 4: Transform and normalize data within the lake and establish branch policies In this challenge, you will…

Learning objectives:

  • Transform data into a normalized schema for downstream consumption
  • Create new policies to make certain all future changes leverage an appropriate review process

Challenge 5: Populate a data warehouse and implement unit tests In this challenge, you will…

Learning objectives:

  • Transform the data from the various source systems into a common data warehouse schema to support the generation of specific reports mandated by the business
  • Orchestrate the dataflow into the data warehouse in an automated manner
  • Build out unit tests across core components of the data pipeline
  • Integrate automated testing into the code review process

Challenge 6: Differential data loads and telemetry In this challenge, you will….

Learning objectives:

  • Modify the solution to include doing differential data loads as well as the original bulk load
  • Automate data load and processing to run daily
  • Implement rich telemetry into the dataflow and deployment pipelines
  • Add error handling to raise pipeline issues in real-time

Challenge 7: Automated deployment with validation and approval In this challenge, you will…

Learning objectives:

  • Operationalize the solution deployment process through automation
  • Create and implement a testing environment
  • Implement automated deployment processes and policies