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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：

601 - Introduction to Big Data 的 625 个评论（共 2,498 个）

创建者 Haris G

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Mar 24, 2020

A wonderful course for beginners you can learn a lot. Instructors are super awesome.

创建者 vincent

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Mar 2, 2019

The best introduction course I had so far. Now I know the big picture about big data

创建者 luan N

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Aug 25, 2018

It is a great course for beginner to understand about Big Data and Hadoop ecosystem.

创建者 Stefan M

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Mar 21, 2018

very clear and precise instructions and no hassles with the grading of the assigment

创建者 Merouane B

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Oct 17, 2017

Awesome course, the content is well organized and it gives you all you need to know.

创建者 Carlos E M S

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Dec 21, 2016

Great starting point if you want to understand Big Data ecosystem and basic concepts

创建者 RAJESH K M

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Nov 22, 2016

This course is very informative to enhance my carrier in right way of my own choice.

创建者 Manish M

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Sep 30, 2020

I will definitely recommend this course if you really want to learn about big data.

创建者 Guillermina S

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Mar 16, 2019

Good introduction (not very technical), takes a day to complete with velocity 1.75x

创建者 Gustavo I M

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Aug 28, 2018

an Introduction for big Data. Opened my mind for future uses in my life and my work

创建者 Mohammed A S

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Dec 13, 2017

Excellent course, very easy to follow and with rich content and hands-on experience

创建者 Rahul P

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Oct 11, 2017

Great course for beginners. Please add optional assignment on Map Reduce functions.

创建者 Gonzalo S G

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May 21, 2020

Very useful, I hope I'll keep improving about Big Data quotes, thank you very much

创建者 Saad R

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Sep 25, 2019

It is a really good introductory course for people who are interested in the field

创建者 Varun S

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Sep 24, 2018

Excellent course material. Quiz were also good. Overall great learning experience.

创建者 bazil q

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Apr 21, 2018

Very informative and easy to understand course. Would recommend to all my friends.

创建者 MJ M

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Aug 6, 2017

This course is really intended for beginners like me. It was very easy to follow.

创建者 WILLIAM A

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Jul 27, 2017

This was a good introduction to Big Data concepts and tools. I enjoyed the course.

创建者 ROHIT G

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Jul 17, 2017

The course content was great and the instructors made this even easier and simpler

创建者 Amish

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Mar 27, 2017

Excellent. Would probably go for the next course as well, if time permits. Thanks!

创建者 Prateek S

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Nov 28, 2016

It's amazing , gained knowledge about What is Big Data, its sources and much more.

创建者 eric

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Mar 12, 2024

Course was very well paced and it was great to have a thorough example of Hadoop.

创建者 Enrique J P

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Mar 30, 2022

Muy claro. Te llevan paso a paso y lo explican con ejemplos fáciles de entender.

创建者 NITHYA S

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Sep 22, 2020

It's easy to understand at the same time did some hands-on are also useful to it.

创建者 SATRIO N

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Aug 20, 2020

Good course, which really gives an overview of big data and is easy to understand