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캘리포니아 샌디에고 대학교의 Introduction to Big Data 학습자 리뷰 및 피드백

6,885개의 평가
1,641개의 리뷰

강좌 소개

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+....

최상위 리뷰


Sep 09, 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.


Jul 14, 2017

First of all i would like to take this opportunity to thanks the instructors the course is well structured and explained the foundations with real world problems with easy to understand the concepts.

필터링 기준:

Introduction to Big Data의 1,592개 리뷰 중 1351~1375

교육 기관: Kurt S

Apr 12, 2017

Good first look at Big Data and the concepts.

교육 기관: Ramesh P

Oct 11, 2016

Very good course for introduction to big data

교육 기관: Rodolfo F M

May 07, 2020

Very good material but a little out of date.

교육 기관: Gherbi H

Aug 09, 2019

A very good introductory course to Big Data.

교육 기관: Siddhika A

May 13, 2020

Very useful course for software engineer's.

교육 기관: kailas M

May 10, 2020

awesome teaching methods and quiz formation

교육 기관: Nguyen H D

Dec 29, 2018

Good explanation about big data foundation.

교육 기관: Orest

Jul 13, 2017

Too much presentation, more hands on needed

교육 기관: Achintya A

Apr 26, 2018

Good course to start the big data journey.

교육 기관: Wentao Z

Aug 16, 2016

Basic and easy clarification of big data.

교육 기관: petertam

Sep 04, 2017

Too many concepts. Prefer more practice.

교육 기관: Apriyanto F

Sep 01, 2017

Love this course ..

Quiz for free ,please

교육 기관: Madhumathi

Oct 14, 2018

Virtual Machine is not working properly

교육 기관: SKK

Oct 29, 2017

Good Start with a definitive background

교육 기관: Muhammad Q

Apr 19, 2017

Excellent course. but not fully covered

교육 기관: Raj M

May 04, 2020

Very Informative and helpful for Basic

교육 기관: maiadawagdy

Mar 07, 2017

It was very enjoyable course thank you

교육 기관: Aarti v

Apr 17, 2020

great course ...had fun learning this

교육 기관: Edike I P

Feb 28, 2017

Course Material Was Quite Informative

교육 기관: Adam P

May 28, 2018

Nice start to understanding Big Data

교육 기관: ISLAM K

Nov 20, 2017

well organized , so much interesting

교육 기관: Víctor C N

Aug 01, 2018

Should have more hands-on practice.

교육 기관: Shahzaib A

Aug 11, 2016

Great course with great instructors

교육 기관: Gourav

Apr 23, 2018

It was a good introduction course.

교육 기관: Manuel F

Apr 03, 2018

Very easy concepts but very well e