Apache Hadoop Pig & Hive

bg-Pig-e-Hive
21
jul

Descrição do curso

Treinamento oficial Hortonworks onde somos a primeira empresa no Brasil a ministrar esse curso. Curso para desenvolvedores e analistas em sistemas voltados para Big Data. Serão abordados os módulos Pig e Hive. Material em inglês. Curso ministrado em português.

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.

Certificado

O certificado de participação é concedido após a conclusão do curso, emitido pela HortonWorks.

Público-alvo

Desenvolvedores de software que precisam entender e desenvolver aplicativos para o Hadoop.

Pré-requisitos

É importante conhecer o ambiente e o ecossistema Hadoop / Curso Apache Hadoop Essentials.

Conteúdo Programático

Total learning: 53 Lições Time: 32 hour
  • AN INTRODUCTION TO THE HADOOP DISTRIBUTED FILE SYSTEM  4Lições 0/4

    • Understanding Hadoop
    • O Sistema de Arquivos Distribuídos Hadoop
    • Ingesting Data into HDFS
    • The MapReduce Framework
  • LABS  8Lições 0/8

    • 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
  • AN INTRODUCTION TO APACHE PIG  11Lições 0/11

    • Introduction to Apache Pig
    • Advanced Apache Pig Programming
    • 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
  • AN INTRODUCTION TO APACHE PIG  11Lições 0/11

    • Introduction to Apache Pig
    • Advanced Apache Pig Programming
    • 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
  • AN INTRODUCTION TO APACHE HIVE  10Lições 0/10

    • Apache Hive Programming
    • Using HCatalog
    • Advanced Apache Hive Programming
    • 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
  • WORKING WITH SPARK CORE, SPARK SQL AND OOZIE  9Lições 0/9

    • Advanced Apache Hive Programming (Continued)
    • Hadoop 2 and YARN
    • Introduction to Spark Core and Spark SQL
    • Defining Workflow with Oozie
    • Advanced Apache Hive Programming
    • Running a YARN Application
    • Getting Started with Apache Spark
    • Exploring Apache Spark SQL
    • Defining an Apache Oozie Workflow
Professor

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