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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：

1376 - Introduction to Big Data 的 1400 个评论（共 2,500 个）

创建者 kundan k

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Apr 4, 2018

Nice course

thank you

创建者 Prabu

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Feb 28, 2018

Excellent in detail.

创建者 claudi q c

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Feb 28, 2018

Very well explained!

创建者 Antony L

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Dec 30, 2017

Very Nicely laid out

创建者 Husnain A

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Oct 26, 2017

Very well structured

创建者 Imad E

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Sep 28, 2024

i like it no certif

创建者 Nayyer M

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Apr 29, 2023

was v well designed

创建者 Arbaz A

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Apr 20, 2022

amazing content :)

创建者 MD. A S

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Nov 21, 2021

very very efective.

创建者 Асылбеков А А ұ

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Dec 19, 2020

Thank you very much

创建者 Majety P

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Jul 26, 2020

Very well explained

创建者 Yulia D

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Jul 13, 2020

Pretty good course.

创建者 Suchir P

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Jul 3, 2020

Great Introduction.

创建者 Harendra K

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Jul 1, 2020

Very useful lecture

创建者 SAI D T

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Jun 8, 2020

Very happy to learn

创建者 Armando A E

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Mar 13, 2020

Great introduction!

创建者 CHANDAN K

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Mar 1, 2019

Nicey introduced to

创建者 Dauren U

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Oct 5, 2018

It was very helpful

创建者 Yusuf M S

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Jan 5, 2018

truly enjoyed it :D

创建者 Daniel M M

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Sep 11, 2017

Complete and funny!

创建者 Bedanga B R M

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Aug 4, 2017

Awesome tutors !!!!

创建者 Plamen V I

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Jul 13, 2017

Realy good course !

创建者 Sahar G

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Jun 10, 2017

Thank you very much

创建者 Yael U

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May 7, 2017

Great introduction!

创建者 Pearapon S

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Aug 7, 2016

I like this course.