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

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

Duration

5 hours

Total fee

Free

Mode of learning

Online

Schedule type

Self paced

Difficulty level

Intermediate

Official Website

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Credential

Certificate

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Building Open Source Software (OSS) Analytics Solutions with Azure HDInsight
 at 
Microsoft 
Course details

What are the course deliverables?
  • Introduction to the Open source Analytics Offering
  • Choose the correct HDInsight Configuration to build open source analytics solutions
  • Creating and configuring a HDInsight cluster
  • Run Petabyte level OSS NoSQL databases with HDInsight HBase
  • Perform advanced streaming data transformations with Apache Spark and Kafka in Azure HDInsight
  • Perform Zero ETL analytics with HDInsight Interactive Query
  • Manage enterprise security in HDInsight
More about this course
  • In this learning path, the learner will be introduced to HDInsight and how to apply this technology to solve a range of real world challenges
  • At the end of this course, you will learn that Azure HDInsight is a fully managed cloud service that enables you to efficiently process massive amounts of data using the most popular open source frameworks

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

Introduction to the Open source Analytics Offering

Introduction

What is HDInsight?

How does HDInsight work

When to use HDInsight

Knowledge check

Summary

Choose the correct HDInsight Configuration to build open source analytics solutions

Introduction

HDInsight configuration options

Decision criteria for selecting the correct HDInsight configuration option

Analyze a scenario and map it to a HDInsight configuration option

Cost optimization strategies for HDinsight clusters

Knowledge check

Summary

Creating and configuring a HDInsight cluster

Introduction

Creating an HDInsight cluster

Exercise - Create an HDInsight cluster via the Azure portal

Opening a Jupyter Notebook on HDInsight Spark cluster

Exercise - Execute queries on HDInsight Spark cluster

Enable monitoring of HDInsight jobs

Common provisioning Issues

Exercise - Monitor an HDInsight cluster

Summary

Knowledge check

Run Petabyte level OSS NoSQL databases with HDInsight HBase

Introduction

Describe Apache HBase

Explain HDInsight HBase clusters architecture and application patterns

Improve the write and read performance of HBase clusters

Determine migration and high availability strategies in HDInsight HBase

Use Apache Phoenix on HDInsight HBase

Determine HDInsight HBase cluster performance

Perform benchmarking in HBase

Knowledge check

Summary

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

Introduction

Use HDInsight Spark and Kafka

Stream data with Apache Kafka

Describe Spark structured streaming

Create a Kafka and Spark architecture

Exercise - Provision HDInsight to perform advanced streaming data transformations

Exercise - Create the Kafka producer

Exercise - Stream Kafka data to a Jupyter notebook and window the data

Replicate data to a secondary cluster

Knowledge check

Summary

Perform Zero ETL analytics with HDInsight Interactive Query

Introduction

When should you use HDInsight Interactive Query

HDInsight interactive queries

Exercise - Provision HDInsight to perform adhoc analytics

Exercise - Upload and query data in HDInsight

Integrate Apache Spark and Hive LLAP queries

Create a large scale interactive query dashboard for Evaluating Real Estate Trends

Summary

Knowledge check

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

Building Open Source Software (OSS) Analytics Solutions with Azure HDInsight
 at 
Microsoft 
Entry Requirements

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  • Not mentioned

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

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