$1,012.50 – $1,250

Big Data Hadoop and Spark Developer Training

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Singapore

AXA Tower, Level 34 -01, 8 Shenton Way, Singapore, 068811

Singapore, Singapore 068811

Singapore

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Event description

Description

  • Big Data & Spark OverviewHadoop Internals

    • Overview of Big data and its challenges
    • Spark Architecture Overview
    • Installing and Configuring Spark
    • Reading/Writing of Data in Hadoop Distributed File System

    • Different types of Services in Hadoop

    • MapReduce V1 and YARN

  • Hadoop Ecosystem Deep Dive

    • Pig Programming

    • Hive Programming

    • SQOOP

    • Flume internals and configurations

    • Hands On

  • Quick Overview of SCALA Language

  • Spark Architecture – Deep Dive

    • Using Spark Shell
    • Understanding Resilient Distributed Datasets (RDDs), Types of RDDs
    • Working with RDD Actions & Transformations
    • Complete Flow of a spark program
    • Deploying to Spark Standalone & Hadoop Cluster
    • Using Web UI for monitoring & managing Spark Applications
    • Hands On
  • Spark APIs & Usages

    • Working with Key-value pairs using Spark APIs
    • Overview of RDD lineage, Caching and Persistence
    • Track Spark jobs stages for Investigation and Troubleshooting
    • Hands On
  • Working with Advanced Spark Features

    • Working with DataFrames & Spark SQLs
    • Hive & RDD Integrations
    • Working with different data formats: Structured and Unstructured
    • Hands On
  • Writing Spark Streaming Applications

    • Spark Streaming Overview

    • Understanding Streaming Operations

    • Developing Spark Streaming Applications

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Date and Time

Location

Singapore

AXA Tower, Level 34 -01, 8 Shenton Way, Singapore, 068811

Singapore, Singapore 068811

Singapore

View Map

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