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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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10,969 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：

2226 - Introduction to Big Data 的 2250 个评论（共 2,498 个）

创建者 Remco W

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Jun 30, 2017

Great introduction

创建者 Woyé B B

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Feb 1, 2023

excellent travail

创建者 Nannaphat S

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Jun 8, 2021

Good for beginner

创建者 Jorge A V C

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Oct 17, 2020

Was a good course

创建者 Dong D P

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Mar 14, 2017

Good for beginner

创建者 Hector J D

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Feb 5, 2017

Good Introduction

创建者 Jean-Francois B

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Sep 24, 2020

Very interesting

创建者 Harpreet K G

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Sep 13, 2020

very informative

创建者 LAVANYA S B

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May 20, 2020

more informative

创建者 ahmed s

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Apr 6, 2020

good inforamtion

创建者 Navneet K D

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Mar 25, 2019

Very Theoretical

创建者 Gitesh W

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Feb 13, 2019

very nice course

创建者 Rafael U

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Sep 3, 2017

Excelent course!

创建者 Stark

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Oct 13, 2016

Very basic info.

创建者 vaishnavi S M

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Sep 17, 2020

it is excellent

创建者 Sorgo W C

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May 30, 2020

EXELLENTS COURS

创建者 touzani y

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Jun 24, 2019

Excelent course

创建者 Piyush T

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Dec 6, 2018

too much theory

创建者 Deleted A

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Jun 19, 2018

Too much theory

创建者 Jerome T B

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Feb 22, 2021

c'etais wahouu

创建者 rajavardhan s

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Jan 25, 2018

course is good

创建者 MUYIDEEN S

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Nov 19, 2017

Very educative

创建者 goutham

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Mar 16, 2017

good lectures.

创建者 Vidyamadhuri R S

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Oct 23, 2020

good learning

创建者 Y. S g

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Jul 12, 2020

Good Teaching