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Developing Solutions Using Apache Hadoop

Training course is designed for developers who want to better understand how to create Apache Hadoop solutions. This 30 Hours provides Java programmers the necessary training for creating enterprise solutions using Apache Hadoop. It consis…

4.8  ·  Rated by learners Certificate of completion
Duration
25 Hours
Mode
Live + Recorded
Level
Beginner → Pro
Language
English / Hindi

Course overview

About the Developing Solutions Using Apache Hadoop program.

Training course is designed for developers who want to better understand how to create Apache Hadoop solutions. This 30 Hours provides Java programmers the necessary training for creating enterprise solutions using Apache Hadoop. It consists of an prudent combination of interactive lecture and extensive hand-on lab exercises.

Why learn with BISP

Trusted by professionals across 30+ countries.

Industry trainers

Certified consultants with 12+ years of real project experience.

Hands-on practice

Real-time scenarios & live project modules, not just slides.

Placement support

Resume building, mock interviews & job referrals.

Certification

BISP certificate + full guidance for official exams.

Course curriculum

Designed by real-time industry professionals around current job roles.

Download curriculum (PDF)
20 modules 103 topics
01 Introduction 9 topics
  • What is Big Data?
  • Introduction to Analytics and the need for big data analytics
  • Hadoop Solutions - Big Picture
  • Hadoop distributions
  • Apache Hadoop
  • Cloud era Hadoop
  • Horton Works and Other Hadoop distributions
  • Comparing Hadoop Vs. Traditional systems
  • Data Retrieval - Radom Access Vs. Sequential Access
02 Hadoop: Basic Concepts 4 topics
  • What is Hadoop?
  • The Hadoop Distributed File System
  • Hadoop Map Reduce Works
  • Anatomy of a Hadoop Cluster
03 Hadoop Daemons 2 topics
  • Master Daemons
  • Slave Daemons
04 Master Daemons 3 topics
  • Name node
  • Job Tracker
  • Secondary name node
05 Slave Daemons 2 topics
  • Job tracker
  • Task tracker
06 Blocks and Splits 2 topics
  • Input Splits
  • HDFS Splits
07 Accessing HDFS 2 topics
  • JAVA Approach
  • CLI Approach
08 Developing Map Reduce Programs in Local Mode 1 topics
  • Running without HDFS and Map reduce
09 Developing Map Reduce Programs in Pseudo-distributed Mode 1 topics
  • Running all daemons in a single node
10 Developing Map Reduce Programs in Fully distributed mode 8 topics
  • Running daemons on dedicated nodes
  • Map Reduce
  • Map Reduce Overview
  • Word Count Problem
  • Word Count Flow and Solution
  • Map Reduce Flow
  • Algorithms for simple problems
  • Algorithms for complex problems
11 Developing the Map Reduce Application 6 topics
  • Data Types
  • File Formats
  • Explain the Driver, Mapper and Reducer code
  • Running locally
  • Running on Cluster
  • Hands on exercises
12 How Map-Reduce Works? 9 topics
  • Anatomy of Map Reduce Job runs
  • Job Submission
  • Job Initialization
  • Task Assignment
  • Job Completion
  • Job Scheduling
  • Job Failures
  • Shuffle and sort
  • Hands on Exercises
13 Hive 16 topics
  • Hive concepts
  • Hive architecture
  • Hive meta-store
  • Install and configure hive on cluster
  • Create database, access it from java client
  • Partitions
  • Buckets
  • Hive JDBC
  • Joins in hive
  • Inner joins
  • Outer Joins
  • Hive UDF
  • Hive UDAF
  • Hive UDTF
  • Develop and run sample applications in Java to access hive
  • Load New York Stock Exchange data into Hive and process it using Hive
14 PIG 9 topics
  • Pig basics
  • Install and configure PIG on a cluster
  • PIG Vs Map Reduce and SQL
  • Pig Vs Hive
  • Write sample Pig Latin scripts
  • Modes of running PIG
  • Local mode
  • Map Reduce mode
  • PIG UDFs
15 Hbase 11 topics
  • HBase and Zookeeper concepts
  • HBase architecture
  • Region server architecture
  • File storage architecture
  • HBase basics
  • Column access
  • Scans
  • HBase use cases
  • Install and configure HBase on a multi node cluster
  • Create database, Develop and run sample applications
  • Access data stored in HBase using clients like Java, Python and Pearl Map Reduce client to access the HBase data
16 Sqoop 7 topics
  • Install and configure Sqoop on cluster
  • Connecting to RDBMS
  • Installing MySql
  • Import data from Oracle/MySql to hive
  • Export data to Oracle/MySql
  • Internal mechanism of import/export
  • Import millions of records into HDFS from RDBMS using Sqoop
17 YARN and MR2 5 topics
  • YARN
  • MR2 Demons (Resource Manager, Application Manager, App Master, Node Mgr)
  • Execution of an MR2 Job
  • Name Node High Availability
  • Name Node federation
18 Setup Hadoop cluster 4 topics
  • Install and configure Hadoop
  • Make a fully distributed Hadoop cluster on a single laptop/desktop
  • Monitoring the cluster
  • Performance Tuning
19 Class Delivery 1 topics
  • Live Interactive classes with expert
20 Delivery Methodology 1 topics
  • We are using an experiential delivering methodology that blends theoretical concepts with hands-on practical learning to ensure a holistic understanding of the subject or course

Course details

Who it is for, what you need, and how it is delivered.

Who should learn Developing Solutions Using Apache Hadoop?

Software Developers, Data Analyst

Prerequisites

Linux Operating system

Programming Skills (Java, Python, Scala)

SQL Knowledge.

Delivery methodology

We are using an experiential delivering methodology that blends theoretical concepts with hands-on practical learning to ensure a holistic understanding of the subject or course.

Class delivery

Live Interactive classes with expert

Certificate of completion

Earn an industry-recognised BISP Trainings certificate when you finish the course.

BISP Trainings Certificate of Completion
  • Verifiable certificate with a unique ID
  • Shareable on LinkedIn & your resume
  • Recognised by our hiring partners

Frequently asked questions

Everything you need before you enroll.

Can I attend a demo session before enrollment?

Yes. You may attend a demo class before enrollment for training quality evaluation, and interact one-to-one with the trainer for any specific requirement.

Can you schedule training as per my availability?

Yes. We discuss it with the trainer and schedule the training at a convenient time for you.

What if I miss a class?

You get the recorded session. You may also retake the whole training multiple times within a 6-month period with the same trainer.

Is there live project training?

Yes. The curriculum includes real-time scenarios and live project modules, with the trainer explaining every topic end-to-end.

How can I pay for the course?

Enroll securely via the payment gateway on this page using card, UPI or net-banking. EMI options are available.

More queries?

Call us at +91 769-409-5404 & +1 678-701-4914, or write to support@bisptrainings.com.

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