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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：

1676 - Introduction to Big Data 的 1700 个评论（共 2,500 个）

创建者 JUAN D B C

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Mar 20, 2021

THANKS

创建者 ye w

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Mar 4, 2020

讲的非常细致

创建者 Luis F S A

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Apr 22, 2017

Great!

创建者 Márcio R

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Feb 14, 2017

great!

创建者 Drumil v

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Apr 7, 2024

good.

创建者 Айнабаев А М

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Oct 14, 2022

Good

创建者 РЗАХАНОВ Д М

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Nov 10, 2021

Great

创建者 SH K

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Oct 12, 2021

Great

创建者 CS M L

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Feb 3, 2021

great

创建者 Cyubahiro T

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Nov 9, 2020

great

创建者 Soumyajit M

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Oct 12, 2020

great

创建者 MD. A S

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Aug 30, 2020

Great

创建者 rahul s

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Aug 13, 2020

Great

创建者 gaurav k

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Jul 8, 2020

great

创建者 Tan L Y C

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Jul 8, 2020

solid

创建者 Krishnapriya

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Jun 14, 2020

super

创建者 David D

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May 13, 2020

great

创建者 Mohammad S k

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May 7, 2020

super

创建者 MOHAN R D 1

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May 5, 2020

Super

创建者 MD S H

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May 1, 2020

Great

创建者 AMEEN A

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Apr 4, 2019

Great

创建者 Aaron M

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Nov 1, 2017

Great

创建者 shimaa a a

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Oct 21, 2017

great

创建者 Faraz

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Sep 15, 2017

Great

创建者 Nguyen N T A

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Jul 3, 2017

Good!