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HW HDP PH - Hortonworks HDP Developer Apache Pig and Hive (DEV-302)

Sunset Learning Institute
Training overview
4 days
English
Professional course

Course description

HW HDP PH - Hortonworks HDP Developer Apache Pig and Hive (DEV-302)

This course is designed for developers who need to create applications to analyze Big Data stored in Apache Hadoop using Pig and Hive. Topics include: Hadoop, YARN, HDFS, MapReduce, data ingestion, workflow definition, using Pig and Hive to perform data analytics on Big Data and an introduction to Spark Core and Spark SQL.  

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Who should attend?

Software developers who need to understand and develop applications for Hadoop.  

Training Content

DAY 1 – IN INTRODUCTION TO THE HADOOP DISTRIBUTED FILE SYSTEM

OBJECTIVES

  • Understanding Hadoop
  • The Hadoop Distributed File System
  • Ingesting Data into HDFS
  • The MapReduce Framework

LABS

  • Starting an HDP Cluster
  • Demonstration: Understanding Block Storage
  • Using HDFS Commands
  • Importing RDBMS Data into HDFS
  • Exporting HDFS Data to an RDBMS
  • Importing Log Data into HDFS Using Flume
  • Demonstration: Understanding MapReduce
  • Running a MapReduce Job

DAY 2 – AN INTRODUCTION TO APACHE PIG

OBJECTIVES

  • Introduction to Apache Pig
  • Advanced Apache Pig Programming

LABS

  • Demonstration: Understanding Apache Pig
  • Getting Starting with Apache Pig
  • Exploring Data with Apache Pig
  • Splitting a Dataset
  • Joining Datasets with Apache Pig
  • Preparing Data for Apache Hive
  • Demonstration: Computing Page Rank
  • Analyzing Clickstream Data
  • Analyzing Stock Market Data Using Quantiles

DAY 3 – AN INTRODUCTION TO APACHE HIVE

OBJECTIVES

  • Apache Hive Programming
  • Using HCatalog
  • Advanced Apache Hive Programming

LABS

  • Understanding Hive Tables
  • Understanding Partition and Skew
  • Analyzing Big Data with Apache Hive
  • Demonstration: Computing NGrams
  • Joining Datasets in Apache Hive
  • Computing NGrams of Emails in Avro Format
  • Using HCatalog withApachePig

DAY 4 – WORKING WITH SPARK CORE, SPARK SQL AND OOZIE

OBJECTIVES

  • Advanced Apache Hive Programming (Continued)
  • Hadoop 2 and YARN
  • Introduction to Spark Core and Spark SQL
  • Defining Workflow with Oozie

LABS

  • Advanced Apache Hive Programming
  • Running a YARN Application
  • Getting Started with Apache Spark
  • Exploring Apache Spark SQL
  • Defining an Apache Oozie Workflow

Why choose SLI?

Award-winning instructors

Over 50 training locations across North America

All dates are guaranteed-to-run

About SLI

Sunset Learning Institute

Sunset Learning Institute

Sunset Learning Institute is an authorized training center, helping our customers optimize their technology investments by providing convenient, high quality technical training that they can rely on. We empower students to master their desired technologies for their unique environments. What...


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