27 DLT Internals & Incremental load | DLT Part 2 | Add or Modify columns| Rename table| Data Lineage

Databricks - Zero to Hero| Databricks With Unity Catalog | Databricks Tutorial 2025 | Databricks Training 2025 | Databricks tutorial for beginners - 27 DLT Internals & Incremental load | DLT Part 2 | Add or Modify columns| Rename table| Data Lineage

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What you'll learn

This course includes

15.3 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

Databricks Benefits of Data Lakehouse Data Lakehouse Platform Delta Lake What is Data Lakehouse What is Unity Catalog in Databricks Hive Metastore Setup Unity Catalog undrop in databricks Deep Clone Volumes in Databricks dbutils commands

Full Transcript

Video explains - How to process Incremental data in DLT pipelines? How to rename a table in DLT? How to add new columns in DLT tables? How to modify an existing column in DLT? What is Data Lineage in Unity Catalog? Internals of Delta Live Tables Chapters 00:00 - Introduction 00:45 - DLT Pipeline Internals 01:54 - Incremental load using DLT 03:54 - How to add new columns or modify existing columns in Materialized Views in DLT? 04:09 - How to use DLT pipeline in debugging mode? 07:17 - How to rename DLT tables? 08:47 - Internals of DLT datasets 10:10 - How Streaming Tables in DLT handles Incremental data? 11:18 - Lineage in Unity Catalog Databricks Website: www.databricks.com Delta Live Tables - https://learn.microsoft.com/en-us/azure/databricks/delta-live-tables/ The series provides a step-by-step guide to learning Databricks, a popular unified Data Intelligence Platform. New video in every 3 days ❤️ Disclaimer: This series is meant only to learning and teaching purpose. The host/tutor can not be held responsible for any misuse or any comments. #databricks #dataengineering #spark