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
10,986 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：

651 - Introduction to Big Data 的 675 个评论（共 2,500 个）

创建者 Pablo R W

•

Aug 14, 2020

Excelente curso para introducirse en el fascinante mundo de los datos masivos.

创建者 Mr. H C

•

Jul 6, 2020

very clear explanation for those having no experience in dealing with big data

创建者 Vincent M

•

Jun 6, 2020

Excellent introduction to Big Data. Will continue on certifications. Thank you

创建者 Chandrakanth B

•

Dec 4, 2019

It was awesome, the basics of Big Data was explained in this course is supper!

创建者 Ilya P

•

Jan 23, 2019

Great course for those who just start understanding Big Data and Data Science.

创建者 Juan C M L

•

Aug 21, 2018

Great introduction to the subject. Solid Theory and Practical at the same time

创建者 Ramesh K

•

Apr 16, 2018

It was really helpful for me to understand What big data is? from this course.

创建者 Daniel C

•

Dec 11, 2017

I would like to recommend to each people who dont know anything about big data

创建者 Silvia C R S

•

Aug 26, 2017

Really well-organized and a good start for people with no previous experience.

创建者 Olivier S

•

Jul 3, 2017

Great training. It gives more than an introduction. Let's go for the next one!

创建者 Onkar R Y

•

Jul 24, 2020

it will very helpful for building knowledge about Big Data Primary Concepts..

创建者 ATHARVA B

•

May 25, 2020

Really nice course. A good start to enter into big data world for a biginner.

创建者 KAVIPRIYA.M

•

May 14, 2020

It is very helpful to learn.It gives step by step learning way for bigineers.

创建者 Srinivasa R V

•

Feb 3, 2020

The entire course was nicely planned and looking forward for the next modules

创建者 montaser A S

•

Jan 16, 2019

It is a very good course as a fundamental we must know , thank you very much

创建者 Muhammad A k

•

Jul 18, 2020

excellent instructors, good way of teaching, everything explained thoroughly

创建者 Chiranjib G

•

Jul 6, 2020

Brilliantly instructed by the instructors. Really loved watching the videos.

创建者 Mithun B N E C

•

May 17, 2020

The concepts are neatly explained. it is very good course for the beginners.

创建者 Vaidhyanathan C

•

May 14, 2020

Fantastic Beginner's level course taught by passionate teachers! Full marks!

创建者 Jubaer A

•

May 11, 2020

basic concepts are wonderfully explained. Quizzes are relevant and helpful.

创建者 Siddhant Y

•

Dec 24, 2018

Great course! Detailed explanations in the basics of Big Data! Keep it up!!!

创建者 Rozina S

•

Mar 25, 2018

Very Nice and Useful course. It's from very basic and easy to be understood.

创建者 Siva A

•

Oct 15, 2017

Short, but structured and simple way to introduce newbies to Big Data world.

创建者 PRASAD D

•

Sep 9, 2017

very good introduction, MapReduce with good example and all about Eco-system

创建者 Luigi B

•

Dec 20, 2016

Nice and pleasant course, gives the basics and it is accessible to everyone.