Building Open Source Software (OSS) Analytics Solutions with Azure HDInsight

Overview

Module 1: Introduction to the Open source Analytics Offering

At the end of this module, you will understand:

What HDInsight is
How HDInsight works
When to use HDInsight

Module 2: Choose the correct HDInsight Configuration to build open source analytics solutions

At the end of this module, you will understand:

The correct HDInsight configuration options
Decision criteria for selecting the correct HDInsight configuration option
Analyze a scenario and map it to an HDInsight configuration option
Cost Optimization strategies for HDInsight clusters

Module 3: Creating and configuring a HDInsight cluster

In this module you will:

Create an HDInsight Spark Cluster
Execute queries on an HDInsight Spark Cluster
Monitor an HDInsight Spark Cluster
Learn how to fix common provisioning issues

Module 4: Run Petabyte level OSS NoSQL databases with HDInsight HBase

Introduction
Use HDInsight HBase clusters
Describe HBase Architecture Patterns
Exercise - Provisioning a HDInsight HBase cluster
Exercise – Run benchmarks in HBase
Understand HBase Best Practices
Summary
Knowledge Check

Module 5: Perform advanced streaming data transformations with Apache Spark and Kafka in Azure HDInsight

At the end of this module you will understand:

When to use Apache Spark and Kafka with HDInsight
How Spark Structured Streaming works
The architecture of a Kafka and Spark solution
How to provision HDInsight, create a Kafka producer, and stream Kafka data to a Jupyter notebook
How to replicate data to a secondary cluster

Module 6: Perform Zero ETL analytics with HDInsight Interactive Query

In this module you will learn the following:

Appropriate scenarios to deploy HDInsight Interactive Query clusters
Learn about architectural patterns
Deploy a cluster for your real-estate app and query the data
Learn how to integrate Apache Spark and Hive LLAP queries using the Hive Warehouse Connector
Create a large-scale interactive query dashboard to evaluate real estate values and locations

Module 7: Manage enterprise security in HDInsight

Introduction
Describe HDInsight security areas
Implement Network Security
Understand Operating system security
Manage Application/ Middleware security
Implement Data Access security
Knowledge Check
Summary