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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：

2151 - Introduction to Big Data 的 2175 个评论（共 2,498 个）

创建者 SKK

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Oct 29, 2017

Good Start with a definitive background

创建者 Muhammad Q

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Apr 19, 2017

Excellent course. but not fully covered

创建者 Raj M

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May 4, 2020

Very Informative and helpful for Basic

创建者 maiadawagdy

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Mar 7, 2017

It was very enjoyable course thank you

创建者 Aditya J

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Apr 2, 2021

Gives me a basic idea about Big Data.

创建者 Aarti v

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Apr 17, 2020

great course ...had fun learning this

创建者 Edike I P

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Feb 28, 2017

Course Material Was Quite Informative

创建者 Adam P

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May 28, 2018

Nice start to understanding Big Data

创建者 ISLAM K

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Nov 19, 2017

well organized , so much interesting

创建者 Víctor C N

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Aug 1, 2018

Should have more hands-on practice.

创建者 shahzaib a

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Aug 11, 2016

Great course with great instructors

创建者 Gourav

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Apr 23, 2018

It was a good introduction course.

创建者 Manuel F

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Apr 3, 2018

Very easy concepts but very well e

创建者 Mohammed E

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Sep 20, 2017

Amazing Introduction to Big Data .

创建者 Stefano C

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Nov 7, 2016

Fun and passion. Expectations met.

创建者 YASH M

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Apr 11, 2021

Excellent course!! Learned a Lot.

创建者 Eklavya S

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Mar 14, 2018

A must for building foundations .

创建者 vasudha m

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Oct 1, 2017

The Hands on exercises were good.

创建者 Nandhini 2

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Feb 4, 2022

A very good course must to learn

创建者 Dr. A C

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Apr 24, 2017

Highly Knowledgeable & learning.

创建者 Muhammad S

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Dec 30, 2021

Interesting and valuable Course

创建者 saurav k

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Jan 20, 2020

content could have been better.

创建者 Reyad E

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Mar 16, 2019

it's awesome course you'll take

创建者 Sujay S

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Aug 16, 2016

Good work! Thanks for educating

创建者 Krutika B

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Oct 10, 2020

nice , cob=vered all the basic