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hadoop

Hadoop Testing Course Details

Total Duration: 45+ HRS

Total Modules: 28

Java

Duration 1 hour 30 mins

Training Video - 1

right_icon2Java Basic

  • Topics
  • What is Java
  • How to Set path
  • JDK, JRE and JVM
  • Data Types and Operators
  • Installing Java on Unix
  • Running Java Program in Unix

Duration 1 hour

Training Video - 2

right_icon2Oops Concepts

  • Topics
  • Objects and Classes
  • Construtors
  • Method Overlaoding
  • Method Overriding
  • Static Keyword
  • This Keyword
  • Super and final Keyword

Duration 1 hour

Training Video - 3

right_icon2Oops Concepts -Part 2

  • Topics
  • Abstract and Interface
  • Package
  • Abstract Class
  • Encapsulation
  • Polymorphoism
  • Overloading vs Overriding

Duration

Training Video - 4

right_icon2Collections Api

  • Topics
  • List
  • Set
  • Map
  • Need of collection API

Unix

Duration 50 mins

Training Video - 5

right_icon2Unix

  • Topics
  • What is Unix and Architecture
  • Unix Creating file
  • Listing Files in Unix
  • Hidden Files in Unix
  • Displaying Contents of file
  • Copying Files
  • Renaming file in Unix
  • Deleting Files in Unix

Duration 1 hour

Training Video - 6

right_icon2Directories and File Permission

  • Topics
  • Home Directory
  • Creating Directory and parent Directory
  • Listing Directory
  • Removing Directory and Changing Directory
  • CHMOD command and File Access Modes
  • Changing Groups and Owners

Duration 1 hour 5 mins

Training Video - 7

right_icon2Additional Commands

  • Topics
  • grep and sort
  • Consuming output of one command to another
  • Starting a Process in foreground and background
  • Listing Running Process
  • Stopping a Process
  • Top Command

Datawarehousing

Duration 1 hour 30 mins

Training Video - 8

right_icon2Data Warehouse Concepts

  • Topics
  • Data Warehouse Architecture
  • OLTP v OLAP
  • What is Data Warehouse
  • What is Enterprise Data Warehouse
  • What is Data Marts

Duration 1 hour 30 mins

Training Video - 9

right_icon2Component of DataWarehouse

  • Topics
  • Source System and target Systems
  • Staging Area
  • Drill up and Drill down
  • Facts and Dimensions
  • Slowly Changing Dimensions

Hadoop Testing

Duration 2 hours

Training Video - 10

right_icon2Introduction to Big Data

  • Topics
  • Data and Growth
  • What is Big Data ?
  • What are three V's in Big Data
  • Big Data Storage and Processing challenges
  • Testers Role in Big Data Project ?
  • Pre-requisites for Hadoop Testers ?

Duration 1 hour 30 mins

Training Video - 11

right_icon2Introducting hadoop

  • Topics
  • What is Hadoop and Why Hadoop ?
  • Hadoop Eco-Sysstem , how solutions fit in ?
  • What Tester should know in Eco-System ?
  • What are Hadoop Core-Componets ?
  • How to Start and Stop the hadoop dameons ?
  • Hadoop Versions, Flavour and What testers need to Know ?
  • Hadoop Cluster Modes

Duration 2 hours

Training Video - 12

right_icon2Detailing Hadoop HDFS

  • Topics
  • HDFS Architecture
  • What is Namenode , Data Node and Secondary Namenode
  • How to Browse the HDFS file System ?
  • Validating the logs for the HDFS dameons ?
  • Generating Test Data in HDFS
  • Basic operations like mkdir , chmod , cat in HDFS.
  • Storing Data in Hadoop
  • Testing and Validating the deamons

Duration 1 hour 30 mins

Training Video - 13

right_icon2Detailing Hadoop Map-Reduce

  • Topics
  • What is Job Tracker and Task Tracker ?
  • Explaining a Weather Data Set Program ?
  • Compiling and Verifying the Map-Reduce Program
  • Difference between traditional RDBMS and MapReduce

Duration 1 hour 30 mins

Training Video - 14

right_icon2Hadoop Configuration Files and Properties

  • Topics
  • Location of Configuration files ?
  • What are different configuration files in Hadoop
  • Explaining the default parameters in the configuration files.
  • How to overwrite the default parameters ?
  • Testing Impact of Configuration

Duration 4 hours

Training Video - 15

right_icon2Hadoop Data loading :SQOOP : Part 1

  • Topics
  • Hadoop Data loading :SQOOP : Part 1
  • What is Hadoop Data loading
  • What is Sqoop
  • Sqoop Architecture
  • Sqoop 1 vs Sqoop 2
  • Display Sqoop Version
  • Creating Tables in Mysql and adding Data
  • Sqoop Commands
  • List Database
  • List tables
  • Importing tables with mapreduce task
    Testing and Validating the output
  • Imporitng tables with target directory
    Testing and Validating the output
  • Importing tables with options file
    Testing and validating the output
  • Importing all rows of a table but specific columns
    Testing and validating the output
  • Import and filter rows using where clause
    Testing and validating the output
  • Import all tables from Database
    Testing and Validating the output
  • Import from Query
    Testing and Validating the output

Duration 1 hour 45 mins

Training Video - 16

right_icon2Hadoop Data loading :SQOOP : Part 2

  • Topics
  • Sqoop Import Architecture
  • Code Generation
  • Testing for Data Quality and Data Consistency for Import
  • Text and Binary File Formats in Scoop
    Testing and Validating the output
  • Importing Large objects like CLOB
  • CLOB through SQL Insert
  • CLOB through Prepared Statement
  • CLOB through SetStream Method
    Testing and Validating the large Objects
  • Debugging the Issues in Java file
  • Sequence file and Text file Import

Duration 1 hour 40 mins

Training Video - 17

right_icon2Hadoop Data loading :SQOOP : Part 3

  • Topics
  • Sqoop Import into Hive
  • Dealing with the delta records ?
  • last Modified and Append Modes
  • Test and Validating for Incremental Load
  • Export Architecture
  • Exporting Data from Hive to Sqoop
  • Export HDFS file to RDBMS
  • Sqoop Commands Eval
  • Sqoop Job

Duration 1 hour

Training Video - 18

right_icon2Hadoop Data loading:Flume Part 1

  • Topics
  • What is Flume ?
  • Flume Architecture
  • Understanding the Source and Sink
  • Understanding the Memory Channel
  • Flume first Example
  • Workign with flume Configuration file

Duration 1 hour

Training Video - 19

right_icon2Hadoop Data loading:Flume :Part 2

  • Topics
  • Flume Second Example for HDFS sink
  • Testing and Validating the Output of Flume Operations
  • Overview Additional Source and Sink Support
  • Validating the Configuration and Error from output
  • Working with Twitter Source ?
  • Configuration for Twitter Source

Duration 1 hour

Training Video - 20

right_icon2Pig -Part 1

  • Topics
  • Why Pig was Created ?
  • Why Pig when Map-Reduce is there ?
  • Pig Components.
  • Pig Execution Modes
  • Pig Example : Analysis for Weather Data Set.
  • Testing Pig Output with Sampling.

Duration 1 hour 25 mins

Training Video - 21

right_icon2Pig -Part 2

  • Topics
  • Pig for Data Cleaning
  • Data Types and Models
  • Data Type like Bag, Tuple ,Map
  • Use Cases in Healthcare
  • Execution Pig Programs
  • Storing the Analysis Results from PiG
  • Join Operations like Left , Right , Outer Join
  • Testing the output with Sampling
  • Map Side Joins for Pig
  • Testing the Output with MapSide Joins
  • Co-Group , Sort , Union and Cross Joins Examples in Pig
  • Illustrate , Explain and Describe Commands

Duration 2 hours 50 mins

Training Video - 22

right_icon2Pig -Part 3

  • Topics
  • Relation Operator
  • Advance Concepts like Parallelism and Streaming
  • Functions is Pig
  • AVG
  • COUNT
  • COUNT_STAR
  • CONCAT
  • DIFF
  • ISEmpty
  • MAX
  • MIN
  • PluckTuple
  • SIZE
  • SUBTRACT
  • SUM
  • TOKENIZE
  • Load Functions
  • PIGSTORAGE
  • JSONLOADER
  • JSONSTORAGE
  • BINSTORAGE
  • HANDLING COMPRESSION
  • Map,Tuple and Bag
  • TOTUPLE
  • TOBAG
  • TOMAP
  • TOP
  • Working with UDF in pig
  • Testing and Validating the UDF in Pig

Duration 1hour 25 mins

Training Video - 23

right_icon2Hive - part 1

  • Topics
  • Hive Introduction
  • Comparision with RDBMS Databases
  • Working with Hive Shell
  • Hive Data Types
  • Hive Create Database and Drop Database
  • Hive Create Table and Alter Table
  • Hive Partitions

Duration 2 hours

Training Video - 24

right_icon2Hive -part 2

  • Topics
  • Hive Functions and Operators
  • Creating View and Indexes in Hive
  • Hive QL : Select , Group , Joins , Where clauses ?
  • Analyzing Weather Data Set
  • Testing the Hive Analyzed results againt Sample Output

Duration 2 hours

Training Video - 25

right_icon2Hive - Part 3

  • Topics
  • Hive and Metastore Derby
  • Changing the Hive Metastore to Mysql
  • Hive Managed vs External Tables
  • Hive Storage with JSON
  • Hive Storage and SerDE
  • Testing the Output from Hive
  • 3 Critical Things Testers should be aware of ?

Duration 1 hour 30 mins

Training Video - 26

right_icon2Hive Part 4

  • Topics
  • Hive UDF's
  • Configuring and Testing the UDF's
  • Hive Configurations
  • Hive Web UI
  • Hive Property Precedence
  • Running Batch commands in Hive
  • Why Tester need to be aware of Configurations?
  • What Testers need to look out in Case Expected outcome is not met

Duration 1 hour 30 mins

Training Video - 27

right_icon2Hive vs Pig

  • Topics
  • Hive and Pig Comparision
  • Using Hive Schema for Pig Load
  • What Tester need to know ?

Project

Duration 4 hrs 30 mins

Training Video - 28

right_icon2Testing Big Data

  • Topics
  • Three Key Challenges in Testing Big Data
  • Identifying the Testing Gates and Entry Points
  • Finding Bad Data and doing data Quality Checks
  • Functional and Regression Testing
  • Big Data Testing Stages and Testing Task

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