Chevron Left
返回到 Introduction to Big Data

学生对 University of California San Diego 提供的 Introduction to Big Data 的评价和反馈

4.6
星
10,987 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

MZ

Aug 23, 2017

The Great Course offered. I had tried many resources before knowing about this one about big data. but couldn't understand exactly about it. But now I'm comfortable about my knowledge of big data

PB

May 24, 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.Very smooth learning experience.

筛选依据：

1251 - Introduction to Big Data 的 1275 个评论（共 2,500 个）

创建者 Xin L

•

Oct 7, 2018

Good to start Big Data trip.

创建者 Jay P

•

Sep 13, 2018

very helpful and explanatory

创建者 Mohammad W

•

May 15, 2018

Good overview for the starte

创建者 Deleted A

•

Apr 16, 2018

This was a good intro class.

创建者 Gaurang P

•

Jan 12, 2018

its really good for beginner

创建者 Manoj D

•

Jun 19, 2017

Great Big Data Introduction.

创建者 Simone D N

•

May 3, 2017

Very clear and good contents

创建者 Alex A

•

Jan 30, 2017

Excellent course; thank you!

创建者 Альона К

•

Nov 4, 2021

Everythin is really helpful

创建者 Joey E

•

Apr 6, 2021

SO MUCH HELPFUL! THANK YOU!

创建者 Kunwar N S

•

Jan 30, 2021

Great way for self learning

创建者 K B

•

Nov 23, 2020

Thanks for this opportunity

创建者 Rogelio L

•

Oct 27, 2020

A very well oriented course

创建者 B.Lydia

•

Oct 19, 2020

It was awesome to take part

创建者 CHENGXIAN C

•

Apr 3, 2020

Good class! Very inspiring!

创建者 Numan Z A

•

Feb 21, 2020

It was fun and interesting.

创建者 Venkat M

•

Feb 20, 2020

Course was very Informative

创建者 Kamal D

•

Feb 18, 2020

Good content for a beginner

创建者 KAUSHIKKUMAR K R

•

Jan 22, 2020

A good course for beginners

创建者 Louis E D

•

Aug 27, 2018

Very clear and informative.

创建者 Ronan B

•

Aug 25, 2018

This is totally world-class

创建者 Dhanraj K

•

Feb 6, 2018

Good course for a beginner.

创建者 Abdullah M

•

Dec 1, 2017

Awesome course for beginner

创建者 Saravanan

•

May 8, 2017

Good one !! Keep Rocking !!

创建者 Stay G

•

Nov 7, 2023

great Learning and fun too