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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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10,986 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：

801 - Introduction to Big Data 的 825 个评论（共 2,500 个）

创建者 Varsha R

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Apr 22, 2020

The course was a little slow and the content was a little vague

创建者 Leandro A

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Aug 4, 2019

Es mi primer curso. me gusto el curso y la plataform educativa.

创建者 ALICE D

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May 28, 2019

Very interesting and easy to understand thanks to the variety o

创建者 Doug K

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Jan 29, 2018

Thank you for putting this together. A wonderful introduction.

创建者 xavier s

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Aug 21, 2017

a good introduction, very clear about this interesting subject!

创建者 Utsav P

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Nov 7, 2016

I learned a lot from this course and would recommend it to all.

创建者 Sanath N

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Aug 16, 2016

A perfect beginner's introduction course to the Big Data World.

创建者 zaidan a S

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Jul 15, 2021

Very good course. got so many interesting fact about Big Data.

创建者 NAMITHA.A.N

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Oct 19, 2020

It is easy to learn and we have study more about the big data.

创建者 RIYA D S

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Sep 25, 2020

Great course! Your basics related to BIG DATA will be cleared.

创建者 Ari W R

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Sep 2, 2020

That is so cool learning material talk about basic of Big Data

创建者 ANTONIO J S M

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Jun 1, 2020

Great Course, its the begining for a beautifull specialization

创建者 JAMAL M

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Dec 2, 2019

It is excellent introduction course and well prepared course.

创建者 Abderrahim L

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Aug 16, 2019

This first course give a good overview of Big Data and hadoop.

创建者 Rangarao T

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May 24, 2019

Thank you for me giving this opportunity to upgrade my skills.

创建者 Xinhe L

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Dec 31, 2018

Very good introduction course! Well rounded and well explained

创建者 sruti s

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Jun 25, 2018

It clarifies the basics of Big Data and Data science concepts.

创建者 Ravi R K

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Feb 6, 2018

Good course .Lectures are very informative and well explained.

创建者 M.GANESH P

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Aug 5, 2017

Awesome course for beginners .Practicals was more interesting.

创建者 Jorge G P

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Jul 11, 2017

Very good for understand the foundation and basics of big data

创建者 Shakir

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May 10, 2017

Nice course and learned a lot of new things. Very informative

创建者 Rohan P

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Sep 1, 2019

An excellent course for beginners to learn this vast subject.

创建者 Emmanuel A

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Jun 20, 2019

Fantastic course that gives a boost to understanding big data

创建者 Apurva T

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Jan 15, 2019

Very good course with excellent lecture videos by the tutors.

创建者 Estefania L

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Jan 7, 2019

A very good introduction to fundamentals concepts of Big Data