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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：

2076 - Introduction to Big Data 的 2100 个评论（共 2,498 个）

创建者 Nitesh R

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May 20, 2019

Course structure is great and its easy to learn for beginners.

创建者 Xiaotong ( C

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Jul 25, 2018

Pretty easy, but necessary knowledge for beginners in big data

创建者 Yunzhe F

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Jan 2, 2018

If the contain could be more brief that would be really great.

创建者 Nikhar M

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Aug 7, 2024

nice but need to include more technical informative lectures.

创建者 Divya S

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Oct 22, 2020

Absolutely amazing this is my first certification in coursera

创建者 Martin L

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Jun 27, 2016

A good orientation class to level set key terms and concepts.

创建者 LECHIAKH M

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Nov 8, 2018

interesting course and efficient pedagogic method to teach !

创建者 Ravi C

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Sep 14, 2017

Video quality could be more crisper. Content is good though

创建者 Mariona C

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Jan 13, 2025

la parte práctica es complicada para instalar los programas

创建者 charles m

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Aug 30, 2020

for basic knowledge of big data you can choose this course.

创建者 Rana R

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Oct 6, 2018

It was somehow boring but the final practical part was fun.

创建者 Sanket s

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Sep 15, 2018

Really good start to the journey of learning about Big Data

创建者 Xuezhou L

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Jan 12, 2018

This course makes understand the foundation about Big Data.

创建者 Lokesh K

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Dec 6, 2018

A very good course for basic knowledge regarding Big Data.

创建者 Miguel G

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Oct 28, 2018

Good starting point if your do not know what is it about.

创建者 ALBERTO R M

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Sep 3, 2018

More videos or excercises for the final quiz are required

创建者 Satyam S

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Jul 25, 2018

Good Course if you want a basic introduction to big data.

创建者 Jorge O

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Mar 30, 2017

Simple introduction, easy to follow. Probably too simple.

创建者 Kishor B

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Apr 24, 2020

it is very good who want to make carrier as hadoop admin

创建者 Sakshi M K

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Jul 17, 2019

I think there should be more handson rather than theory

创建者 Andreas Z

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Sep 10, 2018

Very nice intro, but sometimes presentation is too slow

创建者 Isro S

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Oct 5, 2020

good understanding for my very first time in big data

创建者 Herbert S C

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Feb 5, 2018

Very good introduction! Several subjects are covered.

创建者 Kevin S

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Sep 5, 2016

Great introduction to Big Data concepts and MapReduce

创建者 Wee W X

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Jul 23, 2020

should always place slides before video presentation