Скачать или смотреть Incrementally Write Data to Delta Lake in Azure Synapse Analytics | Azure Synapse Tutorial

Welcome to Azure Synapse Analytics Tutorial for Data Engineer
In this 49th video of our Azure Synapse Analytics series, you’ll learn how to incrementally write data to Delta Lake using Apache Spark Pools in Synapse — a key concept for building efficient and scalable data pipelines.

🚀 In this hands-on tutorial, you’ll learn:

What is Delta Lake and why it's ideal for modern data lakes

How to append, overwrite, and merge (upsert) data incrementally

Writing new records using Spark DataFrame write operations

Using merge condition logic for updates and inserts

How to enable ACID transactions and schema evolution with Delta

Real-world use case: keeping your data lake in sync with source systems

This video is essential for data engineers, ETL developers, and anyone building real-time or batch pipelines in Synapse.

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