Certificate in Big Data Analytics Using HADOOP هذه الدورة تدرس باللغة الإنجليزية

تفاصيل الدورة

Program Benefits

This program will boost your career growth by thoroughly acquainting you with knowledge of Big Data Analytics concepts

• Learn to derive business insights from large and complex data
• Gain in depth knowledge of Big Data Analytics concepts and tools
• Develop analytical and decision making skills by attempting real life projects

Program Structure

Module 1 - Big Data and Hadoop Concepts

• Describe Big Data
• List out the limitations of the existing solution
• Define Hadoop and its components
• Describe how Hadoop solves the limitations of the existing solution

Module 2 - Hadoop Architecture

• Explain HDFS Architecture
• Describe the anatomy of File Read and Write
• Explain MapReduce Process Flow

Module 3 - Hadoop Environment Set Up

• Define a Cluster
• Describe different flavours of Hadoop
• Execute the word count example

Module 4 - Hadoop MapReduce Concepts

• Compare and contrast traditional approach with MapReduce way
• Differentiate between Block and Split
• Describe Combiners
• Discuss Partitioners

Module 5 - Analytics Using Pig and Pig Latin

• Define Pig
• Describe Pig Shell and Pig Operators
• Discuss cases for using Pig
• Execute Pig commands and operators in Pig Shell

Module 6 - Analytics Using Hive

• Define and discuss features of Hive
• Discuss use cases for Hive
• Compare Hive and Pig, also Hive and RDBMS
• Describe Hive components
• Execute Hive queries

Module 7 - Analytics Using HBase

• Identify existing data challenges
• Describe features of a likely solution
• Define HBase
• Explain data model in HBase architecture
• Compare HBase and RDBMS

Module 8 - Hadoop 2.0 & Apache Oozie

• Identify challenges with Hadoop 1.0
• Discuss solutions provided by Hadoop 2.0 in terms of YARN
• Explain Hadoop 2.0 Process Flow
• Describe Apache OOzie as a scheduling service

Target Audience

Professionals who handle large data and customer bases, prepare analytics reports, run marketing campaigns and are looking forward to acquire a solid foundation of Hadoop Architecture can opt for this course.

• Software Professionals
• Analytics Professionals
• ETL developers
• Project Managers          
• Testing Professionals

How will i benefit from taking this course?

Hadoop has an inherent feature of sorting big data files, and also provides an algorithm for quick analysis. Many global MNCs like Yahoo and Facebook consider it as an integral part of their functioning. Facebook uses Hadoop to keep track of each and every profile it has on it, as well as all the data related to them, like their images, posts, comments, videos, etc.