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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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10,986 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

MZ

Aug 23, 2017

The Great Course offered. I had tried many resources before knowing about this one about big data. but couldn't understand exactly about it. But now I'm comfortable about my knowledge of big data

PB

May 24, 2018

A step by step approach stating from basic big data concept extending to Hadoop framework and hands on mapping and simple MapReduce application development effort.Very smooth learning experience.

筛选依据：

951 - Introduction to Big Data 的 975 个评论（共 2,500 个）

创建者 TUNYANG C

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Mar 25, 2020

Got a lot hands-on exp and fundamental knowledegs

创建者 Brad D

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Jan 4, 2019

Great intro, nicely updated from the 2015 edition.

创建者 Duc D

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Nov 24, 2018

The introduction content of Big Data is very good.

创建者 Marina U

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Sep 16, 2018

Very good introductory course. Highly recommended!

创建者 Tiago P F

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Feb 2, 2017

Excellent course with clear and didactic contents.

创建者 Oscar V C

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Jan 4, 2017

Great Course! Gives lots of insight into big data1

创建者 Briac H

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May 31, 2022

Really complete course, instructive and helpful !

创建者 Warawut G

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Apr 7, 2022

Thank you for the course Introduction to Big Data

创建者 Liane S

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Aug 27, 2020

excellent course, great lectures, very insightful

创建者 Sagar T

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Jun 14, 2020

Very Good Introduction to Big Data and ecosystem.

创建者 robert r

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Jan 4, 2018

Excellent introduction to the Big Data landscape!

创建者 Himani1 R

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Jan 30, 2022

its very helpfull ... for gain big data knowldge

创建者 18DCE126 N S

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Oct 27, 2021

amazing i learn a lot of things form this course

创建者 Sanket S D

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Nov 1, 2020

i like this course, this course is easy to learn

创建者 DEVIPRASAD D M

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Jun 2, 2020

It was very good course, got insights of bigdata

创建者 Pornima V M

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May 10, 2020

its really an amazing experience to learn online

创建者 RAKESH D

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Aug 7, 2019

Athing it is a good experience to learn big data

创建者 Mathew A

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Jan 21, 2019

Fantastic course, gets you started on Big Data !

创建者 Octave H

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Aug 28, 2018

Great class, very clear and useful for beginners

创建者 ssyed-ga

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Sep 25, 2017

Adapted for beginners and interesting exercices.

创建者 RaviChandraReddy C

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Jul 1, 2017

Awesome course, enjoyed the fun in doing Hadoop.

创建者 Poornakala V

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Jul 8, 2021

Course Material, Quiz and assignments were good

创建者 Praanesh J

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Oct 8, 2020

its easy to understand,and they are interactive

创建者 Victor l

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Sep 10, 2020

Wonderful course. The course is really helpful.

创建者 Aaditya k

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Aug 11, 2020

I am very greatfull toward coursera for this ..