Lakehouse Architecture
Build scalable lakehouses with Delta Lake, Apache Iceberg, and Spark.
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After this skill you can…
- Manage ACID transactions on a data lake with Delta Lake
- Query Iceberg tables with time travel
- Optimise Spark jobs for large-scale transforms
Prerequisites
Watch (10 videos)
Open Analytics Lakehouse on Google Cloud
→ Build an open analytics lakehouse on Google Cloud→ Use Serverless Spark for data processing
Swimming at Our Own Lakehouse: How Databricks Uses Databricks
→ Design a lakehouse architecture→ Implement data warehousing and BI workloads→ Optimize data flow and security
Enterprise Financial Crime Detection: A Lakehouse Framework for FATF, Basel III, and BSA Compliance
→ Design lakehouse architecture for FinCrime detection→ Ensure data flexibility and ACID transaction guarantees
Introducing Lakebridge: Free, Open Data Migration to Databricks SQL
→ Build lakehouse architectures→ Migrate data to lakehouse environments
Sponsored by: C2S Technologies Inc. | Qbeast: Lakehouse Acceleration as a Service
→ Optimize lakehouse data layout→ Accelerate queries→ Reduce compute cost
Hybrid Lakehouses with Unity Governance, Local Execution and Egress Control
→ Architect Lakehouses→ Implement Location-Aware Compute Strategy
Welcome Lakehouse, from a DWH transformation to a M&A data sharing
→ Design lakehouse architecture→ Implement Lakehouse Federation and Delta Sharing
How to Build an Open Lakehouse: Best Practices for Interoperability
→ Build an open lakehouse→ Ensure future-readiness→ Implement Unity Catalog
Sponsored by: Onehouse | Open By Default, Fast By Design: One Lakehouse That Scales From BI to AI
→ Design a lakehouse architecture→ Implement a lakehouse runtime→ Optimize ETL costs
Get Data Into Databricks - Lakehouse Federation
→ Design lakehouse architectures→ Implement data governance
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