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学生对 University of California San Diego 提供的 Introduction to Big Data 的评价和反馈

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11,003 个评分

课程概述

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+....

热门审阅

VG

Mar 25, 2018

Excellent learning opportunity to the concepts of Big Data and about the Hadoop ecosystem. Overall a wonderful learning experience with hands-on to get practical knowledge on the concepts learnt

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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1351 - Introduction to Big Data 的 1375 个评论（共 2,500 个）

创建者 Kudakwashe E C

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Jan 6, 2021

Its interesting stuff

创建者 Harsh S

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Oct 20, 2020

great big data course

创建者 RAJIT N

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Sep 30, 2020

Very Nicely Explained

创建者 Tural D

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Aug 1, 2020

GREAT COURSE! THANKS!

创建者 Shweta P

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Dec 26, 2019

Enjoyed my learning:)

创建者 Ahmed J

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May 10, 2019

Très pédagogue, merci

创建者 Pedro G B

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Apr 5, 2019

Simplemente muy bueno

创建者 Esteban E C

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Aug 27, 2018

Great introduction :D

创建者 Lorie S

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May 25, 2018

Great Introduction...

创建者 Konstantina Z

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Feb 25, 2018

ExceptionalCourse!!!!

创建者 Michel R

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Nov 15, 2017

Perfect introduction.

创建者 David Z

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Jun 13, 2017

very handy and useful

创建者 Shan N

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Feb 22, 2017

great for beginners..

创建者 An D

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Feb 13, 2017

Excellent! Thank you!

创建者 Francisco J T

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Feb 12, 2017

¡Excelent, I like It!

创建者 Ravi K

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Nov 10, 2016

Well designed course.

创建者 Dawit H

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Oct 8, 2016

Really amazing course

创建者 李欣

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Jul 8, 2016

看了之后，对大数据相关会有一个整体的理解。

创建者 Anna M

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Jun 15, 2016

Great course. Thanks.

创建者 Panagiotis K

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Nov 26, 2020

An excelent course!!

创建者 S. S

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Sep 22, 2020

I enjoy the coursera

创建者 Bud P

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Aug 24, 2020

useful and practical

创建者 Deleted A

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May 14, 2020

It's great. Thank u!

创建者 Pavithra

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May 13, 2020

improve my knowledge

创建者 Joel F

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Jun 28, 2019

Amazing lectures!!!!