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캘리포니아 샌디에고 대학교의 Introduction to Big Data 학습자 리뷰 및 피드백

7,758개의 평가
1,850개의 리뷰

강좌 소개

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+....

최상위 리뷰


Sep 09, 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.


May 25, 2018

A step by step approach stating from basic big data concept extending to Hadoop framework and hands on mapping and simple MapReduce application development effort.\n\nVery smooth learning experience.

필터링 기준:

Introduction to Big Data의 1,786개 리뷰 중 1576~1600

교육 기관: VIVEK K S

Sep 29, 2016

excellent for beginneres

교육 기관: Vishwas H

Jun 25, 2020

Good start to Big Data!

교육 기관: Yashwant J

May 24, 2020

Great intro to BIg Data

교육 기관: kimizhu

May 15, 2017

it great to start with.

교육 기관: Indunil D

Jan 18, 2017

very good introduction.

교육 기관: Minhaz K

Jun 15, 2020

slides could be better

교육 기관: Daniyal S

May 26, 2020

it was best Experience

교육 기관: David G L

Mar 17, 2020

I liked this course =)

교육 기관: Jurassic

Oct 13, 2017

Interesting Background

교육 기관: Mohith

May 14, 2020

good & easy to learn

교육 기관: Abel G

May 20, 2017

I liked the approach

교육 기관: Mario P

Sep 25, 2016

A great introduction

교육 기관: ILyas z

May 18, 2020

full of information

교육 기관: Dũng T N

Jul 08, 2020

Need more examples

교육 기관: kawaldeep

Feb 15, 2020

it was very basic.

교육 기관: Hosna A B

Jan 17, 2020

course was lengthy

교육 기관: Jackson M

Jan 29, 2018

Good introduction.

교육 기관: Remco W

Jun 30, 2017

Great introduction

교육 기관: Dong D P

Mar 15, 2017

Good for beginner

교육 기관: Hector J

Feb 05, 2017

Good Introduction

교육 기관: Lavanya S B

May 20, 2020

more informative

교육 기관: ahmed s

Apr 06, 2020

good inforamtion

교육 기관: Navneet K D

Mar 25, 2019

Very Theoretical

교육 기관: Gitesh W

Feb 13, 2019

very nice course

교육 기관: Rafael U

Sep 03, 2017

Excelent course!