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返回到 大数据导论

學生對 加州大学圣地亚哥分校 提供的 大数据导论 的評價和反饋

5,544 個評分
1,332 個審閱


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+....



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.


Jul 14, 2017

First of all i would like to take this opportunity to thanks the instructors the course is well structured and explained the foundations with real world problems with easy to understand the concepts.


251 - 大数据导论 的 275 個評論(共 1,272 個)

創建者 Joseph B

Jul 07, 2016

Really interesting course! Just dipping your toes into Big Data, and running some extremely basic operations, shows you how powerful Hadoop can be, and the potential for it :)

Coming from someone with no experience in computer science.


Nov 22, 2016

This course is very informative to enhance my carrier in right way of my own choice.


Nov 14, 2017

Interesting introduction, touching some of the big data key subjects and concepts. Keen to learn more.

創建者 Evila L S O

Jul 19, 2017

It is a great course to start with foundations of Big Data, good examples and easy material for whom are not familiar with the subject

創建者 Oscar V C

Jan 04, 2017

Great Course! Gives lots of insight into big data1

創建者 Nishay M

Oct 26, 2016

That was fun!!!

創建者 Giovani D P

Aug 17, 2016

I liked it, a lot of concepts for who is begining in the big data :)

創建者 Jai R S G

Jun 05, 2017

Excellent Introduction to the world of Big Data

創建者 Jorge E L C

Jul 07, 2016

Very good specialization

創建者 Andrea C

Sep 16, 2016

Course is really well explained.

創建者 Clark H

Feb 04, 2018

Excellent introduction about big data.

創建者 Ashutosh P

Aug 15, 2017

Awesome course for understanding the big data.Thanks a lot

創建者 Sherif E

Sep 22, 2016

Very good course as an introduction to Big Data, It will give you all the needed info to get around and understand what is Big Data and what is Hadoop

I highly recommend this course for the people who want to have information on Big Data

創建者 Mahmoud H

Feb 04, 2017

Great introduction course for Big data lover :)

創建者 Darryl W

Jun 28, 2017

Great introduction to Big Data

創建者 Juan A C S

Oct 21, 2016

Excellent introduction to Big Data, clear presentation of concepts and motivation to continue the study of the area.

創建者 Akaash H

Aug 23, 2016

Nice course

創建者 manisha

Mar 07, 2018

Flow of material is good .Along with the assesment at end of each chapter . It help to re visit the point we missed during class

創建者 Muhammad I A

Mar 27, 2017

A BIG start with Big Data by understanding fundamentals and hands on experience with hadoop.

創建者 Ravi R

Mar 27, 2017

good one

創建者 subash k p

Jun 06, 2017


創建者 Swapnil B

Apr 21, 2017

Excellent course for a new comer to Big Data. Helped me understand the basics of it before i can delve deeper.

創建者 Amith S M

Feb 09, 2017


創建者 Truoc P

Feb 23, 2017

Very details and very cool


Mar 07, 2018

It was very comprehensive and well organized. Thanks for providing me such a great opportunity.