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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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10,975 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

HM

Sep 8, 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.

JT

Aug 30, 2016

This is a great introduction for Big Data. It helps me to revisit what I learned from the meetups and webinars, then put the fundamental knowledge and information in a solid foundation. Thank you.

筛选依据：

1476 - Introduction to Big Data 的 1500 个评论（共 2,500 个）

创建者 Ozlem O

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Oct 8, 2017

It is really goo

创建者 Mlo

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Jan 24, 2017

Excellent course

创建者 Moses L H K

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Oct 9, 2016

Excellent course

创建者 Usha R

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Sep 1, 2016

Great to Learn.

创建者 pragya b

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Aug 17, 2016

Very informative

创建者 Diego A P G

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Aug 12, 2016

Excelente curso!

创建者 Амирханова Д С

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Oct 17, 2022

Отличный курс!)

创建者 MAURO D C M

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Jun 14, 2022

Excelente curso

创建者 Lizbeth L O

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Apr 1, 2022

Exelente curso!

创建者 Jonathan G M

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Jul 6, 2021

excelente curso

创建者 Jaime S

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Feb 11, 2021

Great material!

创建者 Shashwat A

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Oct 8, 2020

Nice professors

创建者 ANIKET M

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May 24, 2020

Nice experience

创建者 DONKADA J M S S S

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Feb 18, 2020

valuable course

创建者 Vijay R G

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Oct 16, 2018

Great Course !!

创建者 Mukul T

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Jun 17, 2018

Great Learning.

创建者 Beate S

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Nov 16, 2017

Great overview.

创建者 Omar M

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Jul 17, 2017

it is vary good

创建者 nishay m

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Oct 26, 2016

That was fun!!!

创建者 Libardo A A B

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Sep 18, 2016

Excelente curso

创建者 Ушкемпиров М А

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Oct 1, 2024

So informative

创建者 Jagdeep M

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Sep 26, 2024

Great learning

创建者 Nabila Y

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Mar 28, 2022

Superb courses

创建者 Parkash L M

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Feb 26, 2022

Good knowledge

创建者 Shubhadeep C

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Apr 24, 2021

It's great : )