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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：

1551 - Introduction to Big Data 的 1575 个评论（共 2,500 个）

创建者 Manikant R

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Jun 20, 2020

Great course

创建者 Abhinav G

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Jun 14, 2020

its was nice

创建者 Doss D

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Jun 7, 2020

Very helpful

创建者 Dr.Keshav M

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May 15, 2020

I am Excited

创建者 paritosh g

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Dec 28, 2019

good content

创建者 Muhammad Z H

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Sep 23, 2019

Learned alot

创建者 Ahmed A

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May 30, 2018

Thanks a lot

创建者 Rishikesh M

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Feb 11, 2018

Good course!

创建者 brian b

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Oct 14, 2017

Great class!

创建者 Rodrigo A C C

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Aug 7, 2017

It was great

创建者 Carlos E d S

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Jul 28, 2017

Great intro!

创建者 YashVardhan S

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Jul 17, 2017

good for all

创建者 Matthew S

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Mar 4, 2017

Great stuff!

创建者 Kelvin P

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Aug 10, 2016

Very good :)

创建者 Aarav B

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Mar 16, 2025

Good course

创建者 Henri D P D

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Aug 3, 2022

nice course

创建者 Joan J

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Dec 7, 2021

Good course

创建者 sandeep k

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Sep 16, 2020

good course

创建者 Ankur m

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Aug 13, 2020

awsm course

创建者 Tushar R

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Jul 19, 2020

BEST COURSE

创建者 Mauricio A S A

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Jul 14, 2020

excellent!!

创建者 Yahia W

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Jul 14, 2020

Nice Course

创建者 Dhirajsing R

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Jul 7, 2020

BEST COURSE

创建者 Anitha T

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Jun 17, 2020

Very useful

创建者 Vikas K P

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Jun 13, 2020

good course