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Azure Synapse is a scalable analytics service that brings together enterprise data warehousing and Big Data analytics. This deep dive shows you how to perform data engineering and exploration, build automated data integration pipelines, run interactive queries using serverless SQL pools, and optimize a data warehouse with dedicated SQL pools. Finally, you will learn the end-to-end Azure Machine Learning and Azure Cognitive experience in Azure Synapse Analytics.

Agenda:

  • Explore unstructured files using serverless SQL pools
  • Identify malformatted unstructured files and fix data with Apache Spark for Synapse
  • Ingest and explore Parquet files with Apache Spark for Synapse
  • Query and transform JSON data with Apache Spark for Synapse
  • Integrate dedicated SQL and Spark pools
  • Compare data importing workloads using the COPY command and PolyBase