Get started with custom lists to organize and share courses.

Sign up

Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Big Data Computing

Indian Institute of Technology Patna via NPTEL

0 Reviews 86 students interested

Taken this course? Share your experience with other students. Write review

Overview

In today's fast-paced digital world , the incredible amount of data being generated every minute has grown tremendously from sensors used to gather climate information, posts to social media sites, digital pictures and videos, purchase transaction records, and GPS signals from cell phone to name a few. This amount of large data with different velocities and varieties is termed as big data and its analytics enables professionals to convert extensive data through statistical and quantitative analysis into powerful insights that can drive efficient decisions. This course provides an in-depth understanding of terminologies and the core concepts behind big data problems, applications, systems and the techniques, that underlie today's big data computing technologies. It provides an introduction to some of the most common frameworks such as Apache Spark, Hadoop, MapReduce, Large scale data storage technologies such as in-memory key/value storage systems, NoSQL distributed databases, Apache Cassandra, HBase and Big Data Streaming Platforms such as Apache Spark Streaming, Apache Kafka Streams that has made big data analysis easier and more accessible. And while discussing the concepts and techniques, we will also look at various applications of Big Data Analytics using Machine Learning, Deep Learning, Graph Processing and many others. The course is suitable for all UG/PG students and practicing engineers/ scientists from the diverse fields and interested in learning about the novel cutting edge techniques and applications of Big Data Computing.

Syllabus

Week 1  :  Introduction to Big Data
Week 2  :  Introduction to Enabling Technologies for Big Data
Week 3  :  Introduction to Big Data Platforms
Week 4  :  Introduction to Big Data Storage Platforms for Large Scale Data Storage
Week 5  :  Introduction to Big Data Streaming Platforms for Fast Data
Week 6  :  Introduction to Big Data Applications (Machine Learning)
Week 7  :  Introduction of Big data Machine learning with Spark
Week 8  :  Introduction to Big Data Applications (Graph Processing)  

Taught by

Prof. Rajiv Misra

Reviews for NPTEL's Big Data Computing
Based on 0 reviews

  • 5 star 0%
  • 4 star 0%
  • 3 star 0%
  • 2 star 0%
  • 1 star 0%

Did you take this course? Share your experience with other students.

Write a review

Class Central

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free

Never stop learning Never Stop Learning!

Get personalized course recommendations, track subjects and courses with reminders, and more.