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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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11,003 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

VG

Mar 25, 2018

Excellent learning opportunity to the concepts of Big Data and about the Hadoop ecosystem. Overall a wonderful learning experience with hands-on to get practical knowledge on the concepts learnt

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：

2176 - Introduction to Big Data 的 2200 个评论（共 2,500 个）

创建者 Krutika B

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Oct 10, 2020

nice , cob=vered all the basic

创建者 Harsh O

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Jul 28, 2018

The course was up to the mark.

创建者 Andrés F

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Oct 10, 2016

Very very introductory course.

创建者 Sowjanya N

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Jul 9, 2020

Had great learning experience

创建者 sudhanshu p

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Apr 8, 2019

It went slow but worth taking

创建者 Mehul P

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Dec 30, 2017

Nice overview to get into it.

创建者 Pavan S K G

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Aug 21, 2020

Good for absolute beginners.

创建者 Md R I

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Jun 10, 2018

This is an excellent course.

创建者 John F

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Aug 10, 2020

Good intro to the concepts.

创建者 Wasif I

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Jul 25, 2020

Best course for Big Data!!!

创建者 Samarth S

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May 27, 2018

very high overview but good

创建者 paras m

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Apr 21, 2017

great course for a beginner

创建者 Lakshay B

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Sep 22, 2020

Its a bit old. But works !

创建者 TUSHAR G

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Jul 27, 2020

QUITE GOOD FOR THE FRESHER

创建者 Mona Y

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May 20, 2020

The slides can be improved

创建者 sandy l

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May 5, 2020

good for learning big data

创建者 Gowtham S

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Jan 4, 2019

Nice course . very useful.

创建者 Jun S K

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Oct 22, 2018

Very nice to learn Hadoop.

创建者 Narayanan V B

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Aug 8, 2016

Nice course for a starter.

创建者 Venkata S S G

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Sep 29, 2022

Good introductory course!

创建者 Waqar A

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Jul 7, 2020

Really good for beginners

创建者 Oleksandr L

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Mar 25, 2018

Good overview for as a st

创建者 Franklin D L C

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Oct 9, 2017

Very Informative course!!

创建者 Sujith K V

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Mar 9, 2017

Good Starter for Big Data

创建者 Danny A A

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Nov 7, 2020

Very interesting, thanks