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Classroom Contents
Building a Petabyte-Scale Cybersecurity Data Mesh in Azure with Delta Lake - HSBC Case Study
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- 1 Intro
- 2 The scale of the problem
- 3 Cybersecurity Data Challenges
- 4 Don't Break DIKW
- 5 Cyber Security Science & Analytics
- 6 Azure Landing Zone Overview
- 7 Landing Zone Pattern Landing zone subscriptions
- 8 Central Delta Lake Central Delta Lake subscriptions
- 9 Data Ingestion On-premises Data External Data Ingest Transfer subscriptions subscriptions
- 10 Core Data Processing
- 11 Data Mesh Core Principles
- 12 Limitations to Data Mesh Implementation
- 13 Data Product Teams
- 14 Hybrid Distributed Data Mesh
- 15 Scalable, collaborative ETL
- 16 Terraform Managed Databricks Workspaces
- 17 End to End Data Pipeline
- 18 ETL Core Code
- 19 DLT Pipeline Flow View
- 20 Data Quality Overview
- 21 Data Quality Details
- 22 Data Quality: File Arrival Checks Workflow
