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Spark Specialization Training
     
  COURSE ID   GES-SP
  DURATION   39hrs
  Course Fee   $$2100+HST
  DELIVERY METHOD   Class room and online training
  COURSE OVERVIEW  
  AUDIENCE  
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  COURSE OUTLINE  

Intro to Hadoop

  • RDBMS vs Hadoop
  • Ecosystem tour (9 products)
  • Vendor comparison (Cloudera, Hortonworks, MapR, Amazon EMR)
  • Hardware Recommendations

HDFS: File System details

  • Heartbeats
  • Rack awareness

Hands-on on Hadoop machine?

  • Introduction to Hadoop FS and Processing Environment?s UIs
  • How to read and write files
  • Basic Unix commands for Hadoop
  • Hadoop ?FS shell
  • Hadoop releases practical
  • Hadoop daemons practical?

Hive Introduction

  • Meta storage and meta store
  • Hive Data types
  • HQL
  • DDL, DML and sub languages of Hive
  • Internal , external and Temp tables in Hive
  • Differentiation between SQL based Datawarehouse and Hive?
  • Hive releases
  • Why Hive is not best solution for OLTP
  • OLAP in Hive
  • Partitioning
  • Bucketing
  • Hive Architecture
  • Hue Interface for Hive
  • Complex Use cases in Hive
  • Hive Advanced Assignment
  • Real time scenarios of Hive
  • POC on Pig and Hive , With real time data sets and problem statements?

End to End execution flow of Map Reduce job

  • Different tasks in Map Reduce job
  • Introduction to Combiner
  • Introduction to Partitioner
  • POC based on Pig, Hive, HDFS, MR?

Introduction to NOSQL

  • Why NOSQL if SQL is in market since several years
  • Databases in market based on NOSQL
  • OLTP Solutions with different capabilities
  • Which Nosql based solution is capable to handle specific requirements
  • Examples of companies like Google, Facebook, Amazon, and other clients who are using NOSQL based databases

HBase Architecture of column families?

  • Introduction to HBase
  • Introduction to other NOSQL based data models
  • Drawbacks of Hadoop
  • Why Hadoop can?t work for real time processing
  • HBase table and column family structure
  • HBase versioning concept
  • HBase flexible schema
  • HBase Advanced?

Introduction to Zookeeper

  • How Zookeeper helps in Hadoop Ecosystem
  • How to load data from Relational storage in Hadoop
  • Sqoop basics
  • Sqoop practical implementation
  • Sqoop alternative
  • Sqoop connector
  • Quick revision of previous classes to fill the gap in your understanding and correct understandings
  • Nifi

YARN

  • YARN vs v1 of hadoop
  • Introduction to YARN
  • Significance of YARN?

Introduction to Hue

  • Real time Hadoop usage
  • Real time cluster introduction
  • Hadoop real time project
  • Real time problems and frequently faced errors with solution?

Introduction to Spark

  • Why Spark demand is increasing in market
  • How can we use Spark with Hadoop Eco System
  • Datasets for practice purpose?
  • Spark use cases with ?real time scenarios

Apache Spark

  • Why Spark demand is increasing in market

  • Introduction to Spark

  • Introduction to scala

  • Spark Shell

  • Spark Context

  • RDD

  • Spark Architecture

  • Transformations

  • Actions

  • Caching

  • Spark SQL

  • Real time project use cases examples based on Spark and Scala

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    Phone: +1 416-623-9493 or +1 416-333-3717

    E-mail: training@globalerp.ca