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Learner Reviews & Feedback for Introduction to Big Data by University of California San Diego

10,693 ratings

About the Course

Interested in increasing your knowledge of the Big Data landscape? This course is for those new to data science and interested in understanding why the Big Data Era has come to be. It is for those who want to become conversant with the terminology and the core concepts behind big data problems, applications, and systems. It is for those who want to start thinking about how Big Data might be useful in their business or career. It provides an introduction to one of the most common frameworks, Hadoop, that has made big data analysis easier and more accessible -- increasing the potential for data to transform our world! At the end of this course, you will be able to: * Describe the Big Data landscape including examples of real world big data problems including the three key sources of Big Data: people, organizations, and sensors. * Explain the V’s of Big Data (volume, velocity, variety, veracity, valence, and value) and why each impacts data collection, monitoring, storage, analysis and reporting. * Get value out of Big Data by using a 5-step process to structure your analysis. * Identify what are and what are not big data problems and be able to recast big data problems as data science questions. * Provide an explanation of the architectural components and programming models used for scalable big data analysis. * Summarize the features and value of core Hadoop stack components including the YARN resource and job management system, the HDFS file system and the MapReduce programming model. * Install and run a program using Hadoop! This course is for those new to data science. No prior programming experience is needed, although the ability to install applications and utilize a virtual machine is necessary to complete the hands-on assignments. Hardware Requirements: (A) Quad Core Processor (VT-x or AMD-V support recommended), 64-bit; (B) 8 GB RAM; (C) 20 GB disk free. How to find your hardware information: (Windows): Open System by clicking the Start button, right-clicking Computer, and then clicking Properties; (Mac): Open Overview by clicking on the Apple menu and clicking “About This Mac.” Most computers with 8 GB RAM purchased in the last 3 years will meet the minimum requirements.You will need a high speed internet connection because you will be downloading files up to 4 Gb in size. Software Requirements: This course relies on several open-source software tools, including Apache Hadoop. All required software can be downloaded and installed free of charge. Software requirements include: Windows 7+, Mac OS X 10.10+, Ubuntu 14.04+ or CentOS 6+ VirtualBox 5+....

Top reviews


Aug 11, 2021

I love the course. It goes deep into the foundations, and then finishes up with an actual lab where you learn by practice. I greatly benefited from it and feel I have achieved a milestone in big data.


Sep 8, 2019

I love the course. It goes deep into the foundations, and then finishes up with an actual lab where you learn by practice. I greatly benefited from it and feel I have achieved a milestone in big data.

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2126 - 2150 of 2,444 Reviews for Introduction to Big Data

By Dr. A C

Apr 24, 2017

Highly Knowledgeable & learning.

By Muhammad S

Dec 30, 2021

Interesting and valuable Course

By saurav k

Jan 21, 2020

content could have been better.

By Reyad N E

Mar 16, 2019

it's awesome course you'll take

By Sujay S

Aug 16, 2016

Good work! Thanks for educating

By Krutika B

Oct 10, 2020

nice , cob=vered all the basic

By Harsh O

Jul 28, 2018

The course was up to the mark.

By Andrés F

Oct 10, 2016

Very very introductory course.

By Sowjanya N

Jul 9, 2020

Had great learning experience

By sudhanshu p

Apr 8, 2019

It went slow but worth taking

By Mehul P

Dec 30, 2017

Nice overview to get into it.

By Pavan S K G

Aug 21, 2020

Good for absolute beginners.

By Md R I

Jun 11, 2018

This is an excellent course.

By John F

Aug 10, 2020

Good intro to the concepts.

By Wasif I

Jul 25, 2020

Best course for Big Data!!!

By Samarth S

May 27, 2018

very high overview but good

By paras m

Apr 22, 2017

great course for a beginner

By Lakshay B

Sep 22, 2020

Its a bit old. But works !


Jul 27, 2020


By Mona Y

May 20, 2020

The slides can be improved

By sandy l

May 5, 2020

good for learning big data

By Gowtham S

Jan 4, 2019

Nice course . very useful.

By Jun S K

Oct 22, 2018

Very nice to learn Hadoop.

By Narayanan V B

Aug 9, 2016

Nice course for a starter.

By Venkata S S G

Sep 29, 2022

Good introductory course!