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55224A: Designing & Implementing Big Data Analytics Solutions - 55224 Course Outline

 (4 days)

Overview
55224A is a four-day instructor-led course and is intended for data professionals who want to expand their knowledge about creating big data analytic solutions on Microsoft Azure. Students will learn how to design solutions for batch and real-time data processing. Different methods of using Azure will be discussed and practiced in lab exercises, such Azure CLI, Azure PowerShell and Azure Portal. Students will also learn how to operationalize end-to-end cloud analytics solutions using the Azure Portal and Azure PowerShell.

The labs and exercises in this course cover all the objectives of exam 70-475.

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

Special Note to New Hampshire Residents
This course has not yet been approved by the State's Department of Education. Please contact us to get an update as to when the class should be available in New Hampshire.

Prerequisites
Before attending this course, students must have:
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 the course.)

At course completion
After completing this course, students will be able to:
Design big data batch processing and interactive solutions
Design big data real-time processing solutions
Design Machine Learning solutions
Operationalize end-to-end cloud analytics solutions

Course Outline

Module 1: Design big data batch processing and interactive solutions (Covered in 55224A-1)
This module explains how to load data into Microsoft Azure for batch processing.
Lessons
Ingest data for batch processing
Design for batch processing
Design interactive queries
Review
Lab : Design big data batch processing and interactive solutions
Load data into Microsoft Azure
Prepare data for batch processing
Query the data

Module 2: Design big data real-time processing solutions (Covered in 55224A-1)
This module explains how to load data into Microsoft Azure for real-time processing.
Lessons
Ingest data for real-time processing
Design for real-time processing
Design interactive queries for big data
Review
Lab : Design big data real-time processing solutions
Load data into Microsoft Azure
Prepare data for real-time event processing
Visualize the data

Module 3: Design Machine Learning solutions (Covered in 55224A-2)
This module explains how to use machine learning models to automate data analysis.
Lessons
Create workspaces
Select models and query parameters
Publish web services
Review
Lab : Design Machine Learning solutions
Create workspaces
Select models and query parameters
Publish web services

Module 4: Operationalize end-to-end cloud analytics solutions (Covered in 55224A-2)
This module explains how to Azure Data Factory to centrally manage data from different sources.
Lessons
Create a data factory
Manage and Monitor the data factory
Deploy end-to-end solutions using PowerShell
Review
Lab : Operationalize end-to-end cloud analytics solutions
Create a data factory
Manage and Monitor the data factory
Deploy end-to-end solutions using PowerShell

Module 5: Operationalize end-to-end cloud analytics solutions
This module explains how to Azure Data Factory to centrally manage data from different sources.
Lessons
Create a data factory
Create a data-driven workflow
Monitor and manage the data factory
Move, Transform and Analyze Data
Design a deployment strategy for an end-to-end solution
Review
Lab : Operationalize end-to-end cloud analytics solutions
Create a data factory
Create a data-driven workflow
Monitor and manage the data factory
Move, Transform and Analyze Data
Design a deployment strategy for an end-to-end solution

Module 6: 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 : Lab B: Operationalize end-to-end cloud analytics solutions
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

View outline in Word

A55224

Attend hands-on, instructor-led 55224A: Designing & Implementing Big Data Analytics Solutions - 55224 training classes at ONLC's more than 300 locations. Not near one of our locations? Attend these same live classes from your home/office PC via our Remote Classroom Instruction (RCI) technology.

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Fee:  $2395

Savings options:

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