HDP Developer Apache Pig and Hive Training

Category

Hortonworks

Rating
4.7
(4.7)
Price

$2495
Per Participant

Course Description

This training is recommended for developers who know how to create apps in analyzing Big data stored in Apache Hadoop by utilizing Hive and Pig. The topics also coves HDFS, data ingestion, Hadoop, data ingestion and workflow definition, utilizing Pig and Hive in performing data analytics stored on Big Data. The course also covers introductory course Spark SQL and Spark Core.

Prerequisites for this training

The recommended prerequisite for this course is familiarity with software development and programming principles. However, any specific knowledge of Hadoop is not required.

Who should attend this course?

This training is intended for software developers who want to gain knowledge in developing apps for Hadoop.

Schedules

  • Virtual Live Training

Jun 19, 2023

9:00 am - 5:00 pm EST
Online
  • Virtual Live Training

Jul 17, 2023

9:00 am - 5:00 pm EST
Online
  • Virtual Live Training

Aug 21, 2023

9:00 am - 5:00 pm EST
Online
  • Virtual Live Training

Sep 18, 2023

9:00 am - 5:00 pm EST
Online
  • Virtual Live Training

Oct 16, 2023

9:00 am - 5:00 pm EST
Online
  • Virtual Live Training

Nov 20, 2023

9:00 am - 5:00 pm EST
Online
  • Virtual Live Training

Dec 11, 2023

9:00 am - 5:00 pm EST
Online
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What you will learn

  • Describing about YARN and utilize cases for Hadoop.
  • Describing about Hadoop frameworks and ecosystem tools.
  • Describing Hadoop frameworks and ecosystem tools.
  • Describing about HDFS architecture.
  • Utilizing the Hadoop client and input data into HDFS.
  • Transferring of data between Hadoopn and relation database.
  • Explaining MaoReduce architectures and YARN.
  • Running MapReduce job on YARN.
  • Utilizing Pig to transform and explore data in HDFS.
  • Understanding about Hive Tables which are implemented and defined.
  • Utilizing the functionalities used in Hive Windows.
  • Utilizing Hive to analyze and explore datasets.
  • Utilizing and explaining about the several Hive File Formats.
  • Populating and creating a Hive table that utilized ORC file supported extension.
  • Utilizing Hive to execute SQL queries in performing data analysis.
  • Utilizing Hive for joining data sets and utilizing widespread techniques.
  • Writing effectual Hive queries.
  • Performing data analytics utilizing the DataFu Pig library.
  • Explaining the purposes and utilizing HCatalog.
  • Scheduling and defining about Oozie workflow.
  • Presenting high-level architecture and Spark ecosystem.
  • Exploring DataFrame API and Spark SQL.

Curriculum

  • Use HDFS commands to add/remove files and folders
  • Use Sqoop to transfer data between HDFS and a RDBMS
  • Run MapReduce and YARN application jobs
  • Explore, transform, split and join datasets using Pig
  • Use Pig to transform and export a dataset for use with Hive
  • Use HCatLoader and HCatStorer
  • Use Hive to discover useful information in a dataset
  • Describe how Hive queries get executed as MapReduce jobs
  • Perform a join of two datasets with Hive
  • Use advanced Hive features: windowing, views, ORC files
  • Use Hive analytics functions
  • Write a custom reducer in Python
  • Analyze clickstream data and compute quantiles with DataFu
  • Use Hive to compute ngrams on Avro-formatted files
  • Define an Oozie workflow
  • Use Spark Core to read files and perform data analysis
  • Create and join DataFrames with Spark SQL
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    • Official Training Course Student Handbook
    • Pre and Post assessments/evaluations
    • Collaboration with classmates (not available for a self-paced course)
    • Real-world knowledge activities and scenarios
    • Exam scheduling support*
    • Learn and earn program*
    • Practice Tests
    • Knowledge acquisition and exam-oriented
    • Interactive online course.
    • Support from an approved expert
    • For Government and Private pricing*

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    Course Details

    • Start Date: Jun 19, 2023
    • Duration: 4 Days
    • Enrolled: 1242
    • Price: $2495
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