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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：

2201 - Introduction to Big Data 的 2225 个评论（共 2,500 个）

创建者 Rajendra O

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Jan 23, 2017

Nice to get this course.

创建者 Vivek K S

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Sep 29, 2016

excellent for beginneres

创建者 DEEP S

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Sep 19, 2020

Very interesting course

创建者 Vishwas H

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Jun 25, 2020

Good start to Big Data!

创建者 Yashwant J

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May 23, 2020

Great intro to BIg Data

创建者 kimizhu

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May 14, 2017

it great to start with.

创建者 Indunil D

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Jan 17, 2017

very good introduction.

创建者 PAULO A A D M

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Sep 27, 2022

excelente capacitação

创建者 Osvaldo D

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Dec 16, 2020

A very nice beginning!

创建者 Minhaz K

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Jun 15, 2020

slides could be better

创建者 Daniyal S

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May 25, 2020

it was best Experience

创建者 David G L

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Mar 16, 2020

I liked this course =)

创建者 Jurassic

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Oct 12, 2017

Interesting Background

创建者 Khinnyeinmyint

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Aug 9, 2020

I get good knowledge.

创建者 Shraddha s

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Oct 12, 2020

yes...i loved it....

创建者 Mohith

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May 14, 2020

good & easy to learn

创建者 ABEL G

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May 20, 2017

I liked the approach

创建者 Benjamin T

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Jan 24, 2021

nice interpretation

创建者 Ilyas Z

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May 18, 2020

full of information

创建者 Maneesh C

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Jan 4, 2021

Really good course

创建者 Srenivas.T

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Sep 30, 2020

Good for beginners

创建者 Nguyễn T D

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Jul 8, 2020

Need more examples

创建者 kawaldeep

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Feb 15, 2020

it was very basic.