Font size:

Module 1: Getting Started with HDInsight

This module introduces Hadoop, the MapReduce paradigm, and HDInsight.

Lessons

  • Big Data
  • Hadoop
  • MapReduce
  • HDInsight

Lab : Querying Big Data

  • Query data with Hive
  • Visualize data with Excel

After completing this module, students will be able to:

  • Describe Big data
  • Describe Hadoop
  • Describe MapReduce
  • Describe HDInsight

Module 2: Deploying HDInsight Clusters

At the end of this module the student will be able to deploy HDInsight clusters.

Lessons

  • HDInsight cluster types
  • Managing HDInsight Clusters
  • Managing HDInsight Clusters with PowerShell

Lab : Managing HDInsight clusters with the Azure Portal

  • Create an HDInsight Hadoop Cluster
  • Customize HDInsight using a script action
  • Customize HDInsight using Bootstrap
  • Delete an HDInsight cluster

After completing this module, students will be able to:

  • Describe HDInsight cluster types.
  • Describe the creation, management, and deletion of HDInsight clusters with the Azure portal
  • Describe the creation, management, and deletion of HDInsight clusters with PowerShell

Module 3: Authorizing Users to Access Resources

This module covers permissions and the assignment of permissions.

Lessons

  • Non-domain Joined clusters
  • Configuring domain-joined HDInsight clusters
  • Manage domain-joined HDInsight clusters

Lab : Authorizing Users to Access Resources

  • Configure a domain-joined HDInsight cluster
  • Configure Hive policies

After completing this module, students will be able to:

  • Describe how to authorize user access to objects
  • Describe how to authorize users to execute code
  • Describe how to manage domain-joined HDInsight clusters

Module 4: Loading data into HDInsight

This module covers loading data into HDInsight.

Lessons

  • HDInsight Storage
  • Data loading tools
  • Performance and reliability

Lab : Loading Data into HDInsight

  • Loading data using Sqoop
  • Loading data using AZcopy
  • Loading data using ADLcopy
  • Use HDInsight to compress data

After completing this module, students will be able to:

  • Describe HDInsight storage configurations and architectures
  • Describe options for loading data into HDInsight
  • Describe benefits of compression and pre-processing in HDInsight

Module 5: Troubleshooting HDInsight

This module describes how to troubleshoot HDInsight.

Lessons

  • Analyze HDInsight logs
  • YARN logs
  • Heap dumps
  • Operations management suite

Lab : Troubleshooting HDInsight

  • Analyze HDInsight logs
  • Analyze YARN logs
  • Monitor resources with Operations Management Suite

After completing this module, students will be able to:

  • Analyze HDInsight logs
  • Analyze YARN logs
  • Analyze Heap dumps
  • Use the operations management suite to monitor resources

Module 6: Implementing Batch Solutions

This module describes how to implement batch solutions.

Lessons

  • Apache Hive storage
  • Querying with Hive and Pig
  • Operationalize HDInsight

Lab : Backing Up SQL Server Databases

  • Load data into a hive table
  • Query data with Hive and Pig

After completing this module, students will be able to:

  • Describe Apache Hive storage
  • Query data using Hive and Pig
  • Operationalize HDInsight

Module 7: Design Batch ETL solutions for big data with Spark

This module describes how to design batch ETL solutions for big data with Spark.

Lessons

  • What is Spark?
  • ETL with Spark
  • Spark performance

Lab : Design Batch ETL solutions for big data with Spark.

  • Create a HDInsight Cluster with access to Data Lake Store
  • Use HDInsight Spark cluster to analyze data in Data Lake Store
  • Analyzing website logs using a custom library with Apache Spark cluster on HDInsight
  • Managing resources for Apache Spark cluster on Azure HDInsight

After completing this module, students will be able to:

  • Describe Spark and when to use it
  • Describe the use of ETL with Spark
  • Analyze Spark performance

Module 8: Analyze Data with Spark SQL

This module describes how to analyze data with Spark SQL.

Lessons

  • Implement interactive queries
  • Perform exploratory data analysis

Lab : Analyze data with Spark SQL

  • Implement interactive queries
  • Perform exploratory data analysis

After completing this module, students will be able to:

  • Implement interactive queries.
  • Perform exploratory data analysis.

Module 9: Analyze Data with Hive and Phoenix

This module describes how to analyze data with Hive and Phoenix.

Lessons

  • Implement interactive queries for big data with interactive hive.
  • Perform exploratory data analysis by using Hive
  • Perform interactive processing by using Apache Phoenix

Lab : Analyze data with Hive and Phoenix

  • Implement interactive queries for big data with interactive Hive
  • Perform exploratory data analysis by using Hive
  • Perform interactive processing by using Apache Phoenix

After completing this module, students will be able to:

  • Implement interactive queries with interactive Hive
  • Perform exploratory data analysis using Hive
  • Perform interactive processing by using Apache Phoenix

Module 10: Stream Analytics

This module introduces Azure Stream Analytics.

Lessons

  • Stream analytics
  • Process streaming data from stream analytics
  • Managing stream analytics jobs

Lab : Implement Stream Analytics

  • Process streaming data with stream analytics
  • Managing stream analytics jobs

After completing this module, students will be able to:

  • Describe stream analytics and it’s capabilities
  • Process streaming data with stream analytics
  • Manage stream analytics jobs

Module 11: Spark Streaming using the DStream API

This module introduces the Dstream API and describes how to create Spark structured streaming applications.

Lessons

  • Dstream
  • Create Spark structured streaming applications
  • Persistence and visualization

Lab : Spark streaming applications using DStream API

  • Creating Spark streaming applications using the DStream API
  • Creating Spark structured streaming applications

After completing this module, students will be able to:

  • Explain DStream
  • Create Spark structured streaming applications
  • Describe persistence and visualization

Module 12: Develop big data real-time processing solutions with Apache Storm

This module explains how to develop big data real-time processing solutions with Apache Storm.

Lessons

  • Persist long term data
  • Stream data with Storm
  • Create Storm topologies
  • Configure Apache Storm

Lab : Developing big data real-time processing solutions with Apache Storm

  • Stream data with Storm
  • Create Storm topologies

After completing this module, students will be able to:

  • Persist long term data
  • Stream data with Storm
  • Create Storm topologies
  • Configure Apache Storm

Module 13: Analyze Data with Spark SQL

This module describes how to analyze data with Spark SQL.

Lessons

  • Implement interactive queries
  • Perform exploratory data analysis

Lab : Analyze data with Spark SQL

  • Implement interactive queries
  • Perform exploratory data analysis

After completing this module, students will be able to:

  • Implement interactive queries
  • Perform exploratory data analysis
Find a class and register in three easy steps:
  • 1. Select Location:
  • 2. Select Date Range:
    to
  • 3. Select Class Type:
    • All Types
    • C Classroom
    • V Virtual Live
    • Cv In-Class Virtual
    • O Online
Virtual Live12/18/2017 9:00:00 AM<span class="course-type type-v" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'VILT')" onmouseout="clearHoverInfo()">V</span>5 days3190.001807909
NY New York12/18/2017 9:00:00 AM<span class="course-type type-c" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'ILT')" onmouseout="clearHoverInfo()">C</span>5 days3190.001804774
MD LAUREL12/18/2017 9:00:00 AM<span class="course-type type-cv" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'HVILT')" onmouseout="clearHoverInfo()">Cv</span>5 days3190.001824602
VA ALEXANDRIA1/8/2018 9:00:00 AM<span class="course-type type-c" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'ILT')" onmouseout="clearHoverInfo()">C</span>5 days3190.001804776
Virtual Live1/8/2018 9:00:00 AM<span class="course-type type-v" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'VILT')" onmouseout="clearHoverInfo()">V</span>5 days3190.001807911
MD LAUREL1/8/2018 9:00:00 AM<span class="course-type type-cv" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'HVILT')" onmouseout="clearHoverInfo()">Cv</span>5 days3190.001824648
MD Rockville2/26/2018 9:00:00 AM<span class="course-type type-c" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'ILT')" onmouseout="clearHoverInfo()">C</span>5 days3190.001804778
Virtual Live2/26/2018 9:00:00 AM<span class="course-type type-v" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'VILT')" onmouseout="clearHoverInfo()">V</span>5 days3190.001807913
DC Downtown, DC(Metro Center)2/26/2018 9:00:00 AM<span class="course-type type-cv" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'HVILT')" onmouseout="clearHoverInfo()">Cv</span>5 days3190.001824656
Virtual Live3/26/2018 9:00:00 AM<span class="course-type type-v" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'VILT')" onmouseout="clearHoverInfo()">V</span>5 days3190.001807910
NY New York3/26/2018 9:00:00 AM<span class="course-type type-c" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'ILT')" onmouseout="clearHoverInfo()">C</span>5 days3190.001804773
ON Ottawa3/26/2018 9:00:00 AM<span class="course-type type-cv" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'HVILT')" onmouseout="clearHoverInfo()">Cv</span>5 days3190.001824579
VA ALEXANDRIA4/9/2018 9:00:00 AM<span class="course-type type-c" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'ILT')" onmouseout="clearHoverInfo()">C</span>5 days3190.001804775
Virtual Live4/9/2018 9:00:00 AM<span class="course-type type-v" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'VILT')" onmouseout="clearHoverInfo()">V</span>5 days3190.001807912
DC Downtown, DC(Metro Center)4/9/2018 9:00:00 AM<span class="course-type type-cv" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'HVILT')" onmouseout="clearHoverInfo()">Cv</span>5 days3190.001824519
MD Rockville5/7/2018 9:00:00 AM<span class="course-type type-c" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'ILT')" onmouseout="clearHoverInfo()">C</span>5 days3190.001804777
Virtual Live5/7/2018 9:00:00 AM<span class="course-type type-v" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'VILT')" onmouseout="clearHoverInfo()">V</span>5 days3190.001807914
MD LAUREL5/7/2018 9:00:00 AM<span class="course-type type-cv" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'HVILT')" onmouseout="clearHoverInfo()">Cv</span>5 days3190.001824518
Virtual Live6/18/2018 9:00:00 AM<span class="course-type type-v" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'VILT')" onmouseout="clearHoverInfo()">V</span>5 days3190.001807915
NY New York6/18/2018 9:00:00 AM<span class="course-type type-c" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'ILT')" onmouseout="clearHoverInfo()">C</span>5 days3190.001804779
ON Toronto6/18/2018 9:00:00 AM<span class="course-type type-cv" style="cursor:default;word-wrap:normal;display:inline-block;" onmouseover="showHoverInfo(this, 'ProductTypeDescription' ,'HVILT')" onmouseout="clearHoverInfo()">Cv</span>5 days3190.001824542
seek-warrow-w
  • 1
arrow-eseek-eitems per page1 - 21 of 21 items