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Overview

The Big Data Hadoop developer course have been designed to impart an in-depth knowledge of Big Data processing using Hadoop and Spark and Data Science.

Learning Outcomes

  • Understand the different components of Hadoop ecosystem such as Hadoop 2.7, Yarn, MapReduce, Pig, Hive, Impala, HBase, Sqoop, Flume, and Apache Spark
  • Gain knowledge of Hadoop Distributed File System (HDFS) and YARN as well as their architecture, and learn how to work with them for storage and resource management
  • Understand MapReduce and its characteristics, and assimilate some advanced MapReduce concepts
  • Get an overview of Sqoop and Flume and describe how to ingest data using them
  • Understand different types of file formats, Avro Schema, using Arvo with Hive, and Sqoop and Schema evolution
  • Get to know about HBase, its architecture, data storage, and working with HBase. You will also understand the difference between HBase and RDBMS
  • Gain a working knowledge of Pig and its components
  • Do functional programming in Spark
  • Understand resilient distribution datasets (RDD) in detail
  • Implement and build Spark applications
  • Understand the common use-cases of Spark and the various interactive algorithms
  • Learn Spark SQL, creating, transforming, and querying Data frames

Duration: 4days Workshop + Post Workshop Support

Modules

  • Introduction
  • Introduction to Big data and Hadoop Ecosystem
  • HDFS and YARN
  • MapReduce and Scoop
  • Basics of Hive and Impala
  • Types of Data Formats
  • Advanced Hive Concept and Data File Partitioning
  • Apache Flume and HBase
  • Pig/Tableau & QlikView
  • Basics of Apache Spark
  • RDDs in Spark
  • Implementation of Spark Applications
  • Spark Parallel Processing
  • Spark RDD Optimization Techniques
  • Spark Algorithm

Deliverables

  • 2 days Instructor-Led Classroom training from Certified Trainer of Senior Profile.
  • Course materials(soft copy) and practice exercises
  • Big data Course Completion Certification

Dreams Plus an Exin accredited organization for Training, Certification, Courseware in Chennai and in several other places with a professional EXIN certification.

To ensure a practical learning experience for our students, we conduct high-quality training using VMEdu’s online and classroom course material presented in multiple formats such as podcasts, video lecturers, simulated tests and mobile apps.

DreamsPlus an Peoplecert Accredited Organization for Training, Certification, Courseware in Chennai and several other places.

Leading training organisation with PearsonVUE test centre  facility. Our trained students and new students could use the testing facility to deliver more than 200+ It exams.. Pearson VUE — is  the global leader in computer-based testing.

Enjoy  your testing  and training  experience in one place.