• Create a Data Factory
• Orchestrate data processing activities in a data-driven workflow
• Monitor and Manage a Data Factory
• Move, Transform or Analyze data
• Design a deployment strategy for end-to-end solutions with Azure Portal or PowerShell

Module 1: Operationalize end-to-end cloud analytics solutions

This module explains how to Azure Data Factory to centrally manage data from different sources.

Lessons

• Module Objectives
• Lesson 1: Create a data factory
• Lesson 2: Create a data-driven workflow
• Lesson 3: Monitor and Manage the data factory
• Lesson 4: Move, Transform and Analyze Data
• Lesson 5: Design a deployment strategy for an end-to-end solution
• Review

Lab 1: Operationalize end-to-end cloud analytics solutions

• Exercise 1: Create a data factory
• Exercise 2: Create a data-driven workflow
• Exercise 3: Monitor and Manage the data factory
• Exercise 4: Move, Transform and Analyze Data
• Exercise 5: Design a deployment strategy for an end-to-end solution

After completing this module, students will be able to:

• Use Powershell to Create, Manage & Monitor a data factory
• Use Powershell to create a data driven workflow
• Use Powershell to Move, Transform and Analyze Data
• Use Powershell to create a deployment strategy using PowerShell

Module 2: Appendix B: PowerShell for Technology Professionals (Optional)

This module explains how to use PowerShell to administer computer, network, application and Azure resources.

Lessons

• Introduction
• Compared to Other Scripting Languages
• Configuring and Using PowerShell
• Creating and Running Scripts
• Administering Local Resources
• Administering Network Resources
• Resolve PowerShell Scripting Problems.

Lab 1: Lab B: Operationalize end-to-end cloud analytics solutions

• Exercise 1: Use PowerShell to get Computer Information
• Exercise 2: Use PowerShell documentation to understand and use cmdlets
• Exercise 3: Create and execute scripts
• Exercise 4: Configure and test Remote Management
• Exercise 5: Create and Azure VM with Azure PowerShell

After completing this module, students will be able to:

• Use PowerShell to get Computer Information
• Use PowerShell documentation to understand and use cmdlets
• Create and execute scripts
• Configure and test Remote Management
• Create and Azure VM with Azure PowerShell

This course is intended for experienced data professionals who design big data analytics solutions on Microsoft Azure.

• Experience processing and querying bulk data
• Experience analyzing real-time and historical data
• Experience using SQL and data analysis / visualization tools (e.g. Power BI)
• Experience using PowerShell (Note: A basic PowerShell tutorial is included in 552241A.)