Lakehouse Architecture

Build scalable lakehouses with Delta Lake, Apache Iceberg, and Spark.

advanced 🔄 Data Engineering

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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

Data Warehousing

Learn this skill (10 videos)

The JLL Training and Upskill Program for Our Warehouse Migration to Databricks

Databricks · intermediate

Unlocking the Power of Iceberg: Our Journey to a Unified Lakehouse on Databricks

Databricks · advanced

Opensource Table Formats with AWS Glue and Amazon EMR- AWS Analytics in 15

AWS Developers · intermediate

How can I troubleshoot Apache Iceberg table errors with Athena?

Amazon Web Services · advanced

Managed Iceberg Tables within Unity Catalog's IRC using OSS Spark

Databricks · beginner

End to End Data Engineering Project using Databricks Free Edition | FMCG Domain

codebasics · beginner

Databricks Tutorial | Databricks Free Edition Tutorial with End-to-End Data + AI Project

codebasics · beginner

Announcing full Apache Iceberg™ support in Databricks

Databricks · advanced

Enterprise Financial Crime Detection: A Lakehouse Framework for FATF, Basel III, and BSA Compliance

Databricks · advanced

From Days to Seconds — Reducing Query Times on Large Geospatial Datasets by 99%

Databricks · advanced