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

4.6
stars
10,981 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

EA

Aug 30, 2020

The course was perfect until the Hadoop part. Especially because I couldn't install it in my computer following all instructions and I have no idea even how to fix it. It's also a bit outdated.

KN

Jun 1, 2020

This is a great course. I learnt a lot from this course. What I like about this course is the hands-on experience with Hadoop. Such a good add-on on our skill, instead of just theoretical learning.

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2126 - 2150 of 2,500 Reviews for Introduction to Big Data

By Casey S

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May 28, 2018

I have enjoyed the introduction of Big Data :-)

By Jerome

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May 22, 2017

Good introduction, even for complete beginners.

By Dr. T J J

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Sep 9, 2020

Wonderful experience.Classes were informative.

By Adam G

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Jul 3, 2018

Quite good conceptual introduction to Big Data

By Khaled S

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Sep 23, 2017

Great simple introduction for starter like me.

By Avik G

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Nov 2, 2020

Excellent for starters! I enjoyed thoroughly.

By Bhaskar A

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Jul 4, 2020

I liked the instructor's designed the course.

By Chang L

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Sep 11, 2017

good fundamental course on big data concepts.

By Kurt S

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Apr 12, 2017

Good first look at Big Data and the concepts.

By Ramesh P

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Oct 10, 2016

Very good course for introduction to big data

By Dor H

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Jul 22, 2022

really understandable but not to challenging

By Rodolfo F M

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May 7, 2020

Very good material but a little out of date.

By Gherbi H

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Aug 9, 2019

A very good introductory course to Big Data.

By Siddhika A

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May 13, 2020

Very useful course for software engineer's.

By Kailas M

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May 10, 2020

awesome teaching methods and quiz formation

By Hải D N

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Dec 29, 2018

Good explanation about big data foundation.

By Orest A

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Jul 12, 2017

Too much presentation, more hands on needed

By Prodromos A

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Aug 20, 2021

An interesting introduction to Big Data!!

By VISHAL P

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Jun 15, 2021

This course was very helpful for beginners

By Rochan M

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Nov 23, 2020

The course was great. Amazing instructors.

By Achintya A

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Apr 26, 2018

Good course to start the big data journey.

By Wentao Z

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Aug 16, 2016

Basic and easy clarification of big data.

By Mahdia F

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Jun 16, 2020

It was an amazing experience throughout.

By petertam

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Sep 4, 2017

Too many concepts. Prefer more practice.

By Apriyanto F

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Sep 1, 2017

Love this course ..

Quiz for free ,please