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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：

2101 - Introduction to Big Data 的 2125 个评论（共 2,498 个）

创建者 Ing. J H B S

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Mar 13, 2018

Excellent course for Big Data introductory concepts!

创建者 Deep S

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Jan 28, 2018

Some provision to ask doubts should also be provided

创建者 Zeeb

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May 29, 2017

This is a good course. Very basic overview of Hadoop

创建者 Vladimir C

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Feb 4, 2017

Interesting overview, more examples will perfect it!

创建者 Suraj J W

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Jun 8, 2019

Over all nice course. It should have more hands on.

创建者 Soe S N

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Mar 18, 2019

Can get the basic knowledge and hand on experience.

创建者 Minal g

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Jan 4, 2018

Clears the basic concepts of big data very well. :)

创建者 Gonzalo M

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Apr 9, 2021

Great introduction course into the big data world.

创建者 Alyssa M

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Jul 8, 2020

good course to review the fundamentals of big data

创建者 Kirti D U

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Sep 16, 2019

Really useful, could have better practical things.

创建者 Edmund

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Oct 25, 2018

Very good course introduction to big data overview

创建者 Supharerk T

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Dec 24, 2016

good introduction but it's a little bit expensive.

创建者 Kai-Cheng H

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May 4, 2021

Hope Better Sound quality and Renew Slide Example

创建者 Devangi B

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Apr 8, 2020

Amazing Course to understand hadoop from basics!!

创建者 Giovanni S

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Jan 19, 2020

Nice and simple. A good introduction to big data.

创建者 Marvin N

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Oct 3, 2020

Great intro into the world of BigData and Hadoop

创建者 Thyago N B

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Aug 5, 2020

Very good, but I guess it could be more dynamic.

创建者 Pratyush A

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Jul 6, 2020

Lectures were interactive and easy to understand

创建者 RAKSHITHA M

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Apr 8, 2020

good introduction to the subject.well explained.

创建者 Pedro D O

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Jan 12, 2020

Nice general introduction to the Big Data world.

创建者 Sean W H

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Jan 30, 2017

Learnt a lot about big data and its applications

创建者 Jesús G B

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Apr 19, 2020

Basic Big Data concepts adquired. Thanks a lot!

创建者 Oluwaseun P

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Aug 23, 2018

Broke the topic down well into the fundamentals

创建者 Casey S

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May 28, 2018

I have enjoyed the introduction of Big Data :-)