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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

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.

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.

筛选依据：

1001 - Introduction to Big Data 的 1025 个评论（共 2,500 个）

创建者 HEMNATH M

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Aug 7, 2020

very useful for me to understand and to learn

创建者 Adithya

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Jun 22, 2020

Very basic and intuitive, interesting as well

创建者 Benniah S

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Nov 7, 2018

A great introduction into the Big Data world.

创建者 PAMELA D

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May 7, 2018

The presentation was great. Happy to be in th

创建者 Juan C G

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Mar 4, 2018

Updated content, good explanations. Great Job

创建者 Yaswanth K

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Nov 10, 2017

Its a great session very useful for my career

创建者 Osvaldo S M

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Sep 20, 2017

it was a really good course for introduction.

创建者 sai s

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Jun 16, 2017

learnt the high level overview of the course.

创建者 Ujjwal T

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Nov 20, 2022

Good as an introduction to Big Data Concepts

创建者 René T

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Jan 5, 2021

Excelente Curso muy interactivo y motivante.

创建者 Md. M H

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Jun 21, 2020

It's a great course for the beginners.

Thanks

创建者 Gaurang S

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Jun 16, 2020

Very good course with excellent assignments.

创建者 Rohit K S

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Feb 10, 2020

Course is really helpful for learning hadoop

创建者 Math E

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Jul 12, 2019

Nice course to start my journey on Big Data.

创建者 VIKRANT P

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Feb 13, 2019

Excellent course material, enjoyed learning.

创建者 Puru S

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Sep 14, 2018

Great Course to understand basis of Big Data

创建者 Jude O

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Jul 4, 2018

This is a very good introduction to Big data

创建者 Antonia I

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Jun 13, 2018

Very interesting and challenging at the end.

创建者 Subir K G

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Feb 28, 2018

The teacher is awesome and teaches in a very

创建者 Vikas G

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Mar 28, 2017

Nice course to get a fair idea for beginners

创建者 Ismael F M

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Oct 3, 2016

It is a great introduction to big data world

创建者 Andrii K

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Sep 28, 2016

Perfect course. Great material and teachers.

创建者 Ahmet F S

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Aug 9, 2021

It was faboulous. Thank you for everything.

创建者 Prethika S

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Jun 21, 2021

very well explained and easy to understand

创建者 Mahesh S

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May 17, 2021

Very helpful course to start as a beginner.