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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

4.6
5,565 個評分
1,336 個審閱

課程概述

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+....

熱門審閱

HM

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.

RG

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.

篩選依據:

126 - 大数据导论 的 150 個評論(共 1,277 個)

創建者 sherifomrelshorbagy

Sep 13, 2018

Intersting cource and instracture

創建者 Anurag S

Sep 13, 2018

This is a very good course which provides a good overview of the big data domain. It provides an introduction to the various Hadoop components and gives a flavour of big data computing using Cloudera. Overall, a very good introduction to the six course specialization.

創建者 Yuqing Z

Sep 12, 2018

Great introductory course. It is great for people with absolutely no big data knowledge like me. It explains concepts clearly. Look forward to other courses in this series.

創建者 Jay P

Sep 13, 2018

very helpful and explanatory

創建者 Puru S

Sep 14, 2018

Great Course to understand basis of Big Data

創建者 francesco m c

Sep 14, 2018

very nice and structured

創建者 moamen A l

Sep 15, 2018

amazing course

創建者 Yan L C

Sep 14, 2018

i'm impressed the power of big data. It seems like you can make any high level decision making by using this technique, no longer need experience.

創建者 Marina F U

Sep 16, 2018

Very good introductory course. Highly recommended!

創建者 Basawaraj P

Sep 20, 2018

G

創建者 Marcos H M C R

Sep 23, 2018

Good course, however, a bit difficult for the ones who are not used to this framewoork.

創建者 Aleksandr K

Sep 23, 2018

Great Course and insights into Big Data. Excellent starting point for anyone who wants to learn more about Big Data.

創建者 Harry F

Sep 23, 2018

Found this to be an excellent introductory course on big data, even for those well versed in traditional data warehousing.

創建者 Cai L

Sep 24, 2018

The course is well designed for beginners. the difficult level is just nice and easy to follow up and finish

創建者 Md. F I

Sep 23, 2018

This Course is basic of Big Data Analysis and instructor done very well.

創建者 María B O S

Sep 26, 2018

A dynamic course that hooks you to Big Data

創建者 Harish A

Sep 25, 2018

A nice well paced introduction to Big Data. Lays out the foundations and then gets to some basic programming

創建者 Neeraj B

Sep 27, 2018

Excellent course to get the basics straight and also a bit of handson

創建者 Alexandre O d M B

Sep 30, 2018

The course is amazing.

創建者 Dauren U

Oct 06, 2018

It was very helpful

創建者 Saravana B

Oct 07, 2018

Really good for beginners. Covers very important topics and well explained.

創建者 B A K R

Oct 01, 2018

my basics are clear with this course

創建者 Nagarjuna

Oct 01, 2018

wonderfully scripted for beginners to understand and learn the basics of the big data.

創建者 Varun K

Sep 24, 2018

Excellent course material. Quiz were also good. Overall great learning experience.

創建者 Luiz H Q L

Sep 24, 2018

Excellent course.