Database & Reporting Training / Big Data Training
MOC 20773 - Analyzing Big Data with Microsoft R
This Microsoft course 20773, Analyzing Big Data with Microsoft R training, teaches participants how to use Microsoft R Server to create and run analyses on large datasets and utilize them in Big Data environments, including Hadoop, Spark, and SQL Server 2016.
Location and Pricing
Most Accelebrate courses are delivered as private, customized, on-site training at our clients' locations worldwide for groups of 3 or more attendees and are custom tailored to their specific needs. Please visit our client list to see organizations for whom we have delivered private in-house training. These courses can also be delivered as live, private online classes for groups that are geographically dispersed or wish to save on the instructor's or students' travel expenses. To receive a customized proposal and price quote for private training at your site or online, please contact us.
Analyzing Big Data with Microsoft R Training Objectives
All students will be able to:
Analyzing Big Data with Microsoft R Training Outline
Microsoft R Server and R Client
What is Microsoft R server
Using Microsoft R client
The ScaleR functions
Exploring Big Data
Understanding ScaleR data sources
Reading data into an XDF object
Summarizing data in an XDF object
Visualizing Big Data
Visualizing In-memory data
Visualizing big data
Processing Big Data
Transforming Big Data
Parallelizing Analysis Operations
Using the RxLocalParallel compute context with rxExec
Using the revoPemaR package
Creating and Evaluating Regression Models
Clustering Big Data
Generating regression models and making predictions
Creating and Evaluating Partitioning Models
Creating partitioning models based on decision trees.
Test partitioning models by making and comparing predictions
Processing Big Data in SQL Server and Hadoop
Using R in SQL Server
Using Hadoop Map/Reduce
Using Hadoop Spark
In addition to their professional experience, students who attend this course should have:
All students receive Microsoft official courseware.
Software needed for each student PC:
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 with a stable Internet connection. Any recent version of Internet Explorer, Mozilla Firefox, or Google Chrome will be fine.
For a preliminary test of your connectivity to our hosting provider, please visit http://speedtest.terillian.com/ and click on the Start Test button. This speed test page requires Java enabled in your browser (allowing it to test multiple network functions at the same time), but Java is not needed for the lab environment that you will use in class. When you call us about purchasing this class, we will provide a live demo of the online lab environment so that you may explore the web browser interface in more detail.
For classes delivered online, all participants need either dual monitors or a separate device logged into the online session so that they can do their work on one screen and watch the instructor on the other. A separate computer connected to a projector or large screen TV would be another way for students to see the instructor's screen simultaneously with working on their own.