Home > Data Science > Certificate Program in Big Data

Ask us everything about the program

Certificate Program in Big Data

_
Overview
  • manipal overview icon
    Hands-on Tools
    A virtual machine with Hadoop and other essential tools installed helps in gaining practical knowledge.
  • manipal overview icon
    Elaborate Course Design
    The course is designed by highly experienced professionals and subject matter experts.
  • manipal overview icon
    Detailed Syllabus
    The comprehensive curriculum covers all the essential concepts in Big Data and Hadoop.
  • manipal overview icon
    Enhanced Learning
    Contextualized examples, self-assessment quizzes and assignments in the course provide an in-depth understanding of the concepts.
  • manipal overview icon
    Expert Help
    The course includes webinars and doubt-clearing sessions held by the experts, for enhanced learning.
manipal overview icon
Hands-on Tools
A virtual machine with Hadoop and other essential tools installed helps in gaining practical knowledge.
manipal overview icon
Elaborate Course Design
The course is designed by highly experienced professionals and subject matter experts.
manipal overview icon
Detailed Syllabus
The comprehensive curriculum covers all the essential concepts in Big Data and Hadoop.
manipal overview icon
Enhanced Learning
Contextualized examples, self-assessment quizzes and assignments in the course provide an in-depth understanding of the concepts.
manipal overview icon
Expert Help
The course includes webinars and doubt-clearing sessions held by the experts, for enhanced learning.
_
Course Curriculum
1.1 Introduction to BIG DATA and Hadoop
manipal icon

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
manipal icon

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
manipal icon

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
manipal icon

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
manipal icon

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
manipal icon

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
manipal icon

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
manipal icon

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
manipal icon

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
manipal icon

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
manipal icon

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
manipal icon

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
manipal icon

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 icon

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?
manipal icon

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.?
manipal icon

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?
manipal icon

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 icon

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?
manipal icon

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?
manipal icon

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.

Didn’t find your question here? What would you like to know?
Ask a Question   add_circle_outline
_
Read up our trending blogs
Back To Topmanipal icon