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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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10,987 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：

976 - Introduction to Big Data 的 1000 个评论（共 2,500 个）

创建者 chanakya k

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Jul 27, 2020

very good introduction for a complete beginners

创建者 ADITYA A

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Jun 18, 2020

Learned a lot. Great Course. Thank you so much.

创建者 Vishwash K

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Jun 3, 2020

Best of Best tutor I have ever seen in my life.

创建者 Ajay A A

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Apr 28, 2020

Nicely described topics, detailing is too good.

创建者 Omar A L

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Jan 9, 2019

the course is very good, thanks for your effort

创建者 Fernando M

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Jan 7, 2019

Great to understand and practice basic concepts

创建者 Shesh S

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Dec 9, 2018

Excellent introduction to the world of Big Data

创建者 Juan P M

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Jul 16, 2018

Excelente para iniciar en el mundo del Big Data

创建者 Ariel A

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Dec 3, 2017

Well explained Introduction Course for Big Data

创建者 Ratish N

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Nov 22, 2017

very informative and has been guided thoroughly

创建者 Eman G

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Sep 20, 2017

Very simple ,Good introduction ,Thanks a lot :)

创建者 Jai R S G

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Jun 5, 2017

Excellent Introduction to the world of Big Data

创建者 Mahmoud H

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Feb 4, 2017

Great introduction course for Big data lover :)

创建者 Avilan V

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Dec 3, 2016

I really like, it is flexible. well structured.

创建者 Estefano J P P

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Mar 17, 2021

Great introduction to big data and computation

创建者 ALFONSO J M M

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Dec 3, 2020

espectacular el conocimiento adquirido gracias

创建者 ÖMER F P

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May 6, 2019

comprehensive and fluent expression about fund

创建者 A R

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Mar 21, 2019

Recommended to my colleagues in my department.

创建者 vaibhav s

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Jul 13, 2017

Very nice and precise introduction to big data

创建者 Mriganka P

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Jun 13, 2017

Excellent Course. The instructors were awesome

创建者 Vladimir U

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May 22, 2017

A great course to start Big Data Science with!

创建者 Veena K

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Dec 5, 2021

very good course.. helps more for beginners..

创建者 Radha R M

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Jun 2, 2021

Excellent coverage of topics and presentation

创建者 Ayham S A r ( G P - I

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Apr 21, 2021

Smooth learning experience, I love the course