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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

KN

Jun 1, 2020

This is a great course. I learnt a lot from this course. What I like about this course is the hands-on experience with Hadoop. Such a good add-on on our skill, instead of just theoretical learning.

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.

筛选依据：

1301 - Introduction to Big Data 的 1325 个评论（共 2,500 个）

创建者 Pijush K G

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Jun 2, 2018

Good introductory course.

创建者 Raviteja G

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Nov 18, 2017

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创建者 Yeshar H

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Sep 28, 2016

Great, very simple intro!

创建者 Monty S

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May 18, 2021

Great Course on Big Data

创建者 Guillermo R

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Dec 30, 2020

Nice introductory course

创建者 Daniel F

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Dec 24, 2020

Buen curso aprendí mucho

创建者 Narendi M

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Sep 29, 2020

Insightful and practical

创建者 TAFAT K

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Aug 19, 2020

it's very good thenk you

创建者 Abhishek k G

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Jul 8, 2020

great learing experiance

创建者 Ayush S

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Jun 8, 2020

Good introductory course

创建者 NANDHINI S 1

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Apr 29, 2020

It is very useful course

创建者 Harshil S

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Apr 14, 2020

Nice Introductory Course

创建者 Oduneye A K

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Apr 7, 2020

Great Course. Well done!

创建者 Naman A

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Feb 20, 2020

Good for basics of data.

创建者 Ranjeet R

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Jan 22, 2019

explanation is very good

创建者 francesco m c

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Sep 14, 2018

very nice and structured

创建者 TUSHAR L

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Feb 25, 2018

Excellent for beginners.

创建者 Luis B

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Apr 10, 2017

Very cool the course!!!!

创建者 daniel l

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Nov 10, 2016

Good introduction course

创建者 Christophe S

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Nov 3, 2016

High level introduction.

创建者 Jorge E L C

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Jul 6, 2016

Very good specialization

创建者 Fernando P

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Jan 23, 2022

Nice introducing course

创建者 Venkata R T

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Apr 22, 2021

Good course for Biggers

创建者 nnp D

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Mar 18, 2021

it was excellent course

创建者 Juan C V E

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Sep 16, 2020

Awesome beginner course