Course Overview
This is a single day Instructor Lead Course designed to give the learners instruction on the SQL dedicated and serverless Spark pools and providing instruction of data wrangling and the ELT process using Synapse Pipelines which is very similar to those familiar with Azure Data Factory (ADF) to move data into the Synapse dedicated pool database.
Target audiences
- The Audience should have familiarity with notebooks that use different languages and a Spark engine, such as Databricks, Jupyter Notebooks, Zeppelin notebooks and more. They should also have some experience with SQL, Python, and Azure tools, such as Data Factory.
Curriculum
- 1 Section
- 6 Lessons
- 1 Day
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- Topics6
- 1.1Introduction to Azure Synapse Analytics Introduction What is Azure Synapse Analytics How Azure Synapse Analytics works When to use Azure Synapse Analytics Exercise – Explore Azure Synapse Analytics Knowledge check
- 1.2Use Azure Synapse serverless SQL pool to query files in a data lake Introduction Understand Azure Synapse serverless SQL pool capabilities and use cases Query files using a serverless SQL pool Create external database objects Exercise – Query files using a serverless SQL pool Knowledge check
- 1.3Analyze data with Apache Spark in Azure Synapse Analytics Introduction Get to know Apache Spark Use Spark in Azure Synapse Analytics Analyze data with Spark Visualize data with Spark Exercise – Analyze data with Spark Knowledge check
- 1.4Use Delta Lake in Azure Synapse Analytics Introduction Understand Delta Lake Create Delta Lake tables Create catalog tables Use Delta Lake with streaming data Use Delta Lake in a SQL pool Exercise – Use Delta Lake in Azure Synapse Analytics Knowledge check
- 1.5Analyze data in a relational data warehouse Introduction Design a data warehouse schema Create data warehouse tables Load data warehouse tables Query a data warehouse Exercise – Explore a data warehouse Knowledge check
- 1.6Build a data pipeline in Azure Synapse Analytics Introduction Understand pipelines in Azure Synapse Analytics Create a pipeline in Azure Synapse Studio Define data flows Run a pipeline Exercise – Build a data pipeline in Azure Synapse Analytics Knowledge check
Instructor
