DP-3012 Training Overview
In Microsoft's official course DP-3012, Implementing a Data Analytics Solution with Azure Synapse Analytics, attendees learn how to manage and use SQL dedicated and serverless Spark pools. Students master data wrangling and the ELT process using Synapse Pipelines, which offers a familiar flow for Azure Data Factory (ADF) users, simplifying data movement to the Synapse dedicated pool database.
Location and Pricing
Accelebrate offers instructor-led enterprise training for groups of 3 or more online or at your site. Most Accelebrate classes can be flexibly scheduled for your group, including delivery in half-day segments across a week or set of weeks. To receive a customized proposal and price quote for private corporate training on-site or online, please contact us.
In addition, some courses are available as live, instructor-led training from one of our partners.
Objectives
- 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.
Prerequisites
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.
Outline
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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
Conclusion
Training Materials
All Microsoft 365 training students receive Microsoft official courseware.
Software Requirements
Attendees will not need to install any software on their computer for this class. The class will be conducted in a remote environment that Accelebrate will provide; students will only need a local computer with a web browser and a stable Internet connection. Any recent version of Microsoft Edge, Mozilla Firefox, or Google Chrome will be fine.
