Azure big data analytics certification

Course Objectives

Upon completing this azure big data certification course successfully, participants will be able to:

  • Get an overview of the big data and advanced analytics capabilities of the cloud
  • Explore various Big Data Analytics services available on Microsoft Azure cloud
  • Recognise how to design solutions for batch and real-time data processing
  • Understand different methods of using Azure
  • Expand your knowledge about creating big data analytics solutions on Microsoft Azure

Course Outline

MODULE 1: BIG DATA BATCH PROCESSING

  • Ingest data for batch processing
  • Design for batch processing
  • Design interactive queries

MODULE 2: DESIGN BIG DATA BATCH PROCESSING SOLUTIONS

  • Load data into Microsoft Azure
  • Prepare data for batch processing
  • Query the data
  • Conclusion

MODULE 3: BIG DATA REAL-TIME PROCESSING SOLUTIONS

  • Ingest data for Real-Time Processing
  • Designing for Real-Time Processing
  • Design interactive queries for Big Data

MODULE 4: DESIGN BIG DATA REAL-TIME PROCESSING SOLUTIONS

  • Load data into Microsoft Azure
  • Prepare data for Real-Time event processing
  • Visualise the Data
  • Conclusion

MODULE 5: OPERATIONALISE END-TO-END CLOUD ANALYTICS SOLUTIONS

  • Create a data factory
  • Create a data-driven workflow
  • Monitor and Manage the data factory
  • Move, Transform and Analyse Data
  • Design a deployment plan for an end-to-end solution

MODULE 6: IMPLEMENTING DATA STORAGE IN AZURE

  • Choosing a Data Storage Mechanism
  • Accessing Data in Azure Storage
  • Working with Structured Data in Azure
  • Geographically Distributing Data with Azure CDN
  • Scaling with Out-of-Process Cache
  • Storing Files in Azure Storage
  • Store publicly accessible files in Azure Blobs
  • Produce and store private files in Azure Blobs
  • Querying Graph Data with CosmosDB
  • Create the CosmosDB graph database
  • Query the CosmosDB database
  • Caching out-of-process with Azure Redis cache
  • Create the Azure Redis Cache service
  • Access the cache service from code
  • Test the application

MODULE 7: DATA FACTORIES AND WORKFLOWS

  • Create, Manage & Monitor a data factory
  • Create a data-driven workflow
  • Move, Transform and Analyse Data
  • Create a deployment strategy using PowerShell

 

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