Big Data with Microsoft Azure HDInsight
Hands-on practice with thorough explanations, presentations, demos, small standalone exercises during the training.
A 2-3 days seminar for developers
This training is for
Developers
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Agenda
Day 1
1. Introduction to Big Data
What is Big Data. Applications
Big Data lambda architecture, and its Microsoft correspondent
2. Getting started with Azure HDInsight (hands on)
Cluster creation, configuration
Portal administration
Working from PowerShell
3. Introduction to Map Reduce (hands on)
Writing a MapReduce set of programs
Running the MapReduce programs in Azure HDInsight
4. Introduction to Hive and HiveQL (hands on)
Architecture
Creating jobs using Hive
5. Developing Big Data applications (hands on)
LINQ to Hive
Reactive extensions
6. Big Data pipeline
Microsoft .NET SDK for Hadoop
Windows PowerShell integration
Day 2
7. Azure Data Factory [fully managed service that makes it easy to compose data storage, processing, and data movement services into streamlined, scalable & reliable data production pipelines] (hands on)
Manage and coordinate different data sources: SQL Server, Azure Blob, HDInsight
Custom data processing activities with Hive
8. Azure Search Service [build search experiences over any data your application uses (including data in SQLDB, DocDB, Hadoop and more)] (hands on)
9. Machine Learning Service [powerful cloud-based predictive analytics service]
10. Presenting results from BigData to the user: Excel with PowerPivot, Reporting Services, etc (hands on)