ESS 101 – Apache Hadoop Essentials

This courses is designed to introduce students to the basics of Apache Hadoop. This course covers the Hadoop Distributed File System, MapReduce, the Apache Hadoop Ecosystem, and real-world use cases that use Hadoop.

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About this Course

This on-demand course is designed to be flexible to fit your schedule. Each lesson and quiz takes approximately 30 to 45 minutes to complete.

Prerequisites

Syllabus

Lesson 3 – Core Elements of Apache Hadoop

  • Compare and contrast local and distributed file systems
  • Explain data management in the Hadoop file system
  • Summarize the MapReduce algorithm

Lesson 4 – The Apache Hadoop Ecosystem

Define the following ecosystem components:

  • Administration: ZooKeeper, YARN
  • Ingestion: Flume, Oozie, Sqoop
  • Processing: Spark, HBase, Pig
  • Analysis: Hive, Drill, Mahout

Lesson 5 – Solving Big Data Problems with Apache Hadoop

Summarize the following use cases:

  • Data Warehouse Optimization
  • Recommendation Engine
  • Large Scale Log Analysis 

Curriculum

  • Lesson 3: Core Elements of Apache Hadoop
  • Quiz 3
  • Lesson 4: The Apache Hadoop Ecosystem
  • Quiz 4
  • Lesson 5: Solving Big Data Problems with Apache Hadoop
  • Quiz 5
  • Course Materials
  • Slide Guide (Transcript)
  • Glossary
  • Join course discussions in the MapR Academy Community

About this Course

This on-demand course is designed to be flexible to fit your schedule. Each lesson and quiz takes approximately 30 to 45 minutes to complete.

Prerequisites

Syllabus

Lesson 3 – Core Elements of Apache Hadoop

  • Compare and contrast local and distributed file systems
  • Explain data management in the Hadoop file system
  • Summarize the MapReduce algorithm

Lesson 4 – The Apache Hadoop Ecosystem

Define the following ecosystem components:

  • Administration: ZooKeeper, YARN
  • Ingestion: Flume, Oozie, Sqoop
  • Processing: Spark, HBase, Pig
  • Analysis: Hive, Drill, Mahout

Lesson 5 – Solving Big Data Problems with Apache Hadoop

Summarize the following use cases:

  • Data Warehouse Optimization
  • Recommendation Engine
  • Large Scale Log Analysis 

Curriculum

  • Lesson 3: Core Elements of Apache Hadoop
  • Quiz 3
  • Lesson 4: The Apache Hadoop Ecosystem
  • Quiz 4
  • Lesson 5: Solving Big Data Problems with Apache Hadoop
  • Quiz 5
  • Course Materials
  • Slide Guide (Transcript)
  • Glossary
  • Join course discussions in the MapR Academy Community