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DP-3012: Implementing a Data Analytics Solution with Azure Synapse Analytics

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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.

 

Objetivos

  • Identify the business problems that Azure Synapse Analytics addresses
  • Understand the capabilities and use cases for serverless SQL pools in Azure Synapse Analytics
  • Use Spark in Azure Synapse Analytics to analyze and visualize data in a data lake.
  • Work with Delta Lake, an open-source relational storage area for Spark, to implement a data lakehouse architecture in Azure Synapse Analytics
  • Use Relational data warehouses for data models, reports, and analysis.
  • Use Azure Synapse Analytics pipelines to build integrated data solutions that extract, transform, and load data across diverse systems.

Destinatários

  • Data Analyst
  • Data Engineer

Pré-Requisitos

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.

Programa

  • Introduction to Azure Synapse Analytics
  • Use Azure Synapse serverless SQL pool to query files in a data lake
  • Analyze data with Apache Spark in Azure Synapse Analytics
  • Use Delta Lake in Azure Synapse Analytics
  • Analyze data in a relational data warehouse
  • Build a data pipeline in Azure Synapse Analytics

Introduction to Azure Synapse Analytics

  • What is Azure Synapse Analytics
  • How Azure Synapse Analytics works
  • When to use Azure Synapse Analytics

Use Azure Synapse serverless SQL pool to query files in a data lake

  • Understand Azure Synapse serverless SQL pool capabilities and use cases
  • Query files using a serverless SQL pool
  • Create external database objects

Analyze data with Apache Spark in Azure Synapse Analytics

  • Get to know Apache Spark
  • Use Spark in Azure Synapse Analytics
  • Analyze data with Spark
  • Visualize data with Spark

Use Delta Lake in Azure Synapse Analytics

  • Understand Delta Lake
  • Create Delta Lake tables
  • Create catalog tables
  • Use Delta Lake with streaming data
  • Use Delta Lake in a SQL pool

Analyze data in a relational data warehouse

  • Design a data warehouse schema
  • Create data warehouse tables
  • Load data warehouse tables
  • Query a data warehouse

Build a data pipeline in Azure Synapse Analytics

  • Understand pipelines in Azure Synapse Analytics
  • Create a pipeline in Azure Synapse Studio
  • Define data flows
  • Run a pipeline
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DP-3012: Implementing a Data Analytics Solution with Azure Synapse Analytics

Data & AI | 7h - e-learning


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