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552241: Microsoft Azure Big Data Analytics Solutions - 5522A Course Outline

 (2 days)

Overview
55224A-1 is a two-day instructor-led course 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. 55224A-1 labs and exercises cover the first two objectives of exam 70-475 (Designing Big Data batch, interactive & real-time solutions). The other two objectives (Designing Machine Learning and cloud analytics solutions) are covered in 55224A-2.

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

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 (55224A-1)
Design big data real-time processing solutions (55224A-1)
Design Machine Learning solutions (55224A-2)
Operationalize end-to-end cloud analytics solutions (55224A-2)

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

View outline in Word

A5522A

Attend hands-on, instructor-led 552241: Microsoft Azure Big Data Analytics Solutions - 5522A 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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