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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.

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1701 - Introduction to Big Data 的 1725 个评论（共 2,500 个）

创建者 Hamada I M

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Mar 19, 2017

Great

创建者 Eunsuk K

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Feb 2, 2017

Nice!

创建者 Aryan S

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Nov 4, 2016

Great

创建者 Lê C A D

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Aug 28, 2025

nice

创建者 lamtdhe186036

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May 20, 2025

good

创建者 Rahul M

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May 3, 2025

good

创建者 Turkman S

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Apr 4, 2025

woww

创建者 Vladislav C

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Dec 23, 2024

good

创建者 UDAY K S

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Dec 21, 2024

Good

创建者 Amrutha S J

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Dec 5, 2024

nice

创建者 Anusree M

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Nov 10, 2024

good

创建者 Naveen R

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Nov 6, 2024

good

创建者 Sharath M V

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May 24, 2023

good

创建者 Seitkali A

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Mar 2, 2023

good

创建者 Aigerim K

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Nov 20, 2022

cool

创建者 SUJAY K B

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May 7, 2022

good

创建者 Rohin h

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Jan 31, 2022

nice

创建者 GEETHIKA K

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Jan 22, 2022

nice

创建者 Muhammad B H

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Dec 21, 2021

good

创建者 BIPLAB K B

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Nov 15, 2021

good

创建者 Sharjeel K

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Aug 17, 2021

BEST

创建者 Monika

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Jul 30, 2021

GOOD

创建者 Vamshi K

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Jun 13, 2021

hing

创建者 Siva P M

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May 4, 2021

good

创建者 abdullah a h a

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Apr 29, 2021

Good