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Certificate Program in Big Data

Be a rockstar in Data Analytics with Manipal ProLearn! Learn about the usage and importance of Big Data and flaunt your certification at work.

50+
Hours
100
Learners
24x7
Online LMS
Hands-on
exercises with R

50+
Hours

100
Learners

24x7
Online LMS

Hands-on
exercises with R

₹ 41,300

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Certificate Program in Big Data

Overview

Hands-on Tools

A virtual machine with Hadoop and other essential tools installed helps in gaining practical knowledge.
Elaborate Course Design

The course is designed by highly experienced professionals and subject matter experts.
Detailed Syllabus

The comprehensive curriculum covers all the essential concepts in Big Data and Hadoop.
Enhanced Learning

Contextualized examples, self-assessment quizzes and assignments in the course provide an in-depth understanding of the concepts.
Expert Help

The course includes webinars and doubt-clearing sessions held by the experts, for enhanced learning.

Hands-on Tools

A virtual machine with Hadoop and other essential tools installed helps in gaining practical knowledge.

Elaborate Course Design

The course is designed by highly experienced professionals and subject matter experts.

Detailed Syllabus

The comprehensive curriculum covers all the essential concepts in Big Data and Hadoop.

Enhanced Learning

Contextualized examples, self-assessment quizzes and assignments in the course provide an in-depth understanding of the concepts.

Expert Help

The course includes webinars and doubt-clearing sessions held by the experts, for enhanced learning.

About Course

For modern businesses today, big data analytics is the key to effective decision-making. With several quintillion bytes of data generated every day, companies have started to invest in Data Analytics and are seeking experts in the field.

Our course helps you understand the process of analytics through Hadoop, a framework that facilitates problem-solving by using enormous amounts of data. You will learn about Big Data and Hadoop from scratch. Big Data technologies like Spark, Storm and Kafka will be introduced to you through real-time case studies and simulations. At the end of the course, you will get a certification that can enhance your career opportunities and get you the best job in the field of analytics.

What skills you learn

The course takes you through the fundamental and convoluted concepts in Big Data and Hadoop. You will get introduced to the Hadoop framework to get a basic understanding and then progress into the details, helping you learn effectually as a beginner. By the end of the course, you would have gained adequate knowledge of Big Data Analytics and Hadoop. You will

Gain an understanding of Big Data and learn about its possible sources.
Understand the technological landscape of Big Data.
Be able to set up Hadoop environment and become familiar with it.
Learn how to perform the ad-hoc analysis of structured and unstructured Big Data.
Be able to overcome the limitations of standalone tools like R and MS Excel.

Who Should Attend this course

Entry-level professionals or beginners in the analytics domain

Engineering graduates

Candidates aspiring for a career in Big Data Analytics

Non-Engineering graduates pursuing a career in analytics

Entry-level professionals or beginners in the analytics domain	Engineering graduates
Candidates aspiring for a career in Big Data Analytics	Non-Engineering graduates pursuing a career in analytics

Key Features

Valuable Certification

The candidate receives a certification by Manipal ProLearn after course completion.

Self-assessment

Learn better through quizzes, MCQs, assignments and real-time case studies.

Comprehensive Course Material

Online videos featuring expert faculty and the extensive reading material are available 24/7 to facilitate self-paced learning.

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Course Curriculum

1.1 Introduction to BIG DATA and Hadoop

Introduction
Growth of Digital Data
Challenges of Data Processing
Introduction to Distributed Systems
Data Intensive Computations and Parallelism
History of Hadoop
Hadoop Overview
Ecosystem of Hadoop
HDFS and Map Reduce Paradigm
Job Processing Pipeline
Big Data Technology Landscape
Big Data Archival and Security
Use Cases
Features of Hadoop

1.2 HDFS Architecture

Introduction to HDFS
Cluster View of HDFS
Data Storage in HDFS
Blocks and Splits
Metadata File
Name node demo
HDFS data storage demo
Reliability and Rack Awareness
High Availability
HDFS Federation
Data Replication - Demo
HDFS Client
HDFS Clients - Demo

1.3 HDFS Operations

Introduction
HDFS commands
Basic HDFS commands demo
Read anatomy in HDFS
Write anatomy in HDFS
Additional HDFS commands demo
HDFS permission management
HDFS permission management demo -Part 1
HDFS permission management demo -Part 2

1.4 Architecture of Map-Reduce

Introduction
Traditional approach
Overview of map reduce (MR1)
System architecture of map reduce (MR1)
Introduction to YARN
Map-Reduce job execution in YARN (MR2/Hadoop 2.x)

2.1 Map-Reduce job execution

Introduction
Job flow
Job submission
Job initialization
Job scheduling
Map task execution
Sort and shuffle
Reduce task execution
Job clean-up
Scheduler

2.2 Apache Pig

Introduction
Map Reduce and PIG
Modes of execution in PIG
Pig client
Data types in PIG
Operators in PIG
Pig Usage
Loading data into PIG demo
Pig dialects
Transformations in PIG demo
Debugging in PIG demo
Other capabilities in PIG demo

2.3 Apache Hive

Introduction
Hive vs RDBMS
Hive Architecture
Hive Components
Hive Schema Model
Hive Integration with Hadoop
Hive Query Language
Transformation in Hive
Hive Database Creation - Demo
Hive Tables - Demo
Hive Queries - Demo
Advanced Hive
Partitioning Demo
Bucketing Demo
Advanced Concepts Demo
Manage an XML or JSON files - Demo
Use a predefined SERDE - Demo
Summary

2.4 Apache Sqoop, Oozie and Hue

Apache Sqoop Introduction
Sqoop Usage
Working with Sqoop – Demo
Advanced Sqoop
Hive Integration – Demo
Hbase Integration – Demo
Sqoop scripts - Demo
Apache Sqoop Summary
Apache Oozie Introduction
Oozie Client
Basic Workflow Setup
Types of Oozie Actions
Control Statements
Defining a Workflow
Run MapReduce with Oozie - Demo
Apache Oozie Summary
Apache Hue Introduction
Hue User Interface
Working with Hive using Hue
Working with Pig using Hue
Monitoring an Oozie Job using Hue
Apache Hue - Demo
Apache Hue Summary

3.1 Apache HBase

Introduction
Categories of NoSQL Databases
Hbase Evolution
Hbase vs RDBMS
Hbase Architecture
Hbase Components
Column Family
Hbase Fundamentals
Hbase Client
Basic CRUD Operation – Demo
Basic CRUD Operation
Zookeeper
Zookeeper – Demo
Summary

3.2 Hadoop Serialization and Compression

Serialization Introduction
Uses of Serialization
Serialization Techniques
Serialization Summary
Compression Introduction
Uses of Compression
Compression Techniques
Compression - Demo
Compression Summary

3.3 Apache Spark & Scala

Scala Programming Language
Introduction to Scala
Scala Basic Data Types
Scala Collections
Scala Functions
Scala Classes and Objects
Spark
Introduction to Spark
Spark SQL
Spark Streaming

3.4 Streaming

Introduction
Apache Flume Introduction
Flume Core Components
Flume Basic Configuration
Launch Flume
Apache Flume – Demo
Apache Spark and Storm Introduction
Storm Concepts
Spark Streaming Concepts
Deployment Architecture

3.5 Real-Time Deployment and Distribution

Real-Time Deployment Introduction
System Architecture
Logical Deployment Overview
Physical Deployment Overview
Real time deployment summary
Big Data Software and Tools Introduction
Streaming Tools
NOSQL Tools
Administration Tools
Other Ecosystem Tools
Big data software and tools summary

Frequent Questions we get

Why should I take up a Manipal ProLearn course?

Manipal ProLearn, a part of Manipal Global Education Services, offers a variety of professional certification courses across Technology, Digital Marketing, Data Sciences, Project Management, and Finance domains.

Carrying forward the Manipal legacy of over six decades in education, Manipal ProLearn helps working professionals and students to enhance their skills and fast-track their careers. Manipal ProLearn has partnered with industry leaders like Google, Microsoft, AWS Educate, EY, Sandbox, Manipal Academy of Higher Education, and Chartered Institute of Management Accountants (CIMA) to provide quality courses that add to your skill set.

We have redefined learning in the professional certification program space with a wide range of course options taught by an expert faculty on an award-winning learning platform. Benchmarked against global certification standards of PMI, CIMA, PMBOK etc., our course content is designed and developed by industry experts. Not only are these certification courses good for skill enhancement, but with industry recognised certification, they are also a great value-add to one's resume. Over the last two years, more than 80,000 learners have advanced their careers with the help of our courses.

Do I have to clear any entrance (screening) test before taking up the course?

Currently, none of the courses has an entrance test. But some certifications might have their prerequisites which are mentioned on the respective course pages.

What type of support can I expect in terms of course material, assessment, evaluation, feedback, discussion forums, mentoring etc.?

Once you have enrolled in a course, you will receive a welcome e-mail and a telephonic call from our customer support team. The features offered as part of the course will be explained clearly by our representative and also will also be listed in the mail correspondence.

Besides, our Customer Support team is available between 8 AM to 8 PM every day to help students on any course related issues.

Will I be able to access the course material post-completion too?

The course material access will be active till the validity of your course which is 12 months from the date of your enrolment.

How will successful completion of the course improve my job prospects?

Manipal ProLearn gives learners an edge when it comes to employment opportunities. By partnering with industry leaders to provide quality courses, we add to your individual skill set and make you industry ready. Also, the constantly expanding list of top-end knowledge partners ensures that learners are exposed to the latest developments and trends across sectors.

What should I do if I face any issues?

In case you come across any issue, please write to us at support@manipalprolearn.com and we will be happy to assist you. For a quicker response, use your registered e-mail id to reach out to us. Our Helpdesk is also available at 1800-103-5941 (Toll-free within India) and +91-80-42515887 and it is operational between 10:00 AM and 7:00 PM IST (Monday through Saturday). All tickets will be addressed within 48 hours.

Do you have a refund policy if I am not satisfied with the course and want to withdraw? Is there a timeframe for the same?

All refund requests received by Manipal ProLearn are processed through the same gateway within 14 working days of receiving the request. For any exceptional cases where you have not received the refund amount, please write to us at support@manipalprolearn.com. We shall get back to you with an update on your refund request or valid reasons in case of rejections.

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