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學生對 加州大学圣地亚哥分校 提供的 Big Data Modeling and Management Systems 的評價和反饋

4.4
stars
2,235 個評分
366 條評論

課程概述

Once you’ve identified a big data issue to analyze, how do you collect, store and organize your data using Big Data solutions? In this course, you will experience various data genres and management tools appropriate for each. You will be able to describe the reasons behind the evolving plethora of new big data platforms from the perspective of big data management systems and analytical tools. Through guided hands-on tutorials, you will become familiar with techniques using real-time and semi-structured data examples. Systems and tools discussed include: AsterixDB, HP Vertica, Impala, Neo4j, Redis, SparkSQL. This course provides techniques to extract value from existing untapped data sources and discovering new data sources. At the end of this course, you will be able to: * Recognize different data elements in your own work and in everyday life problems * Explain why your team needs to design a Big Data Infrastructure Plan and Information System Design * Identify the frequent data operations required for various types of data * Select a data model to suit the characteristics of your data * Apply techniques to handle streaming data * Differentiate between a traditional Database Management System and a Big Data Management System * Appreciate why there are so many data management systems * Design a big data information system for an online game company This course is for those new to data science. Completion of Intro to Big Data is recommended. 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. Refer to the specialization technical requirements for complete hardware and software specifications. 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 (except for data charges from your internet provider). Software requirements include: Windows 7+, Mac OS X 10.10+, Ubuntu 14.04+ or CentOS 6+ VirtualBox 5+....

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MP

Oct 17, 2017

Good Explanations of Concepts and Nice Tests. I got a trilling experience in completing the peer Assignments with keen observation and Analyzing of Concepts learned.Thanq for your course very much.

VG

Mar 28, 2017

Nice course to describe the traditional data modeling (RDBMS) as well as various semi-structured and un-structured data modeling and management of the systems (Batch and Streaming data processing)

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76 - Big Data Modeling and Management Systems 的 100 個評論(共 355 個)

創建者 Francisco S H

Jun 18, 2019

Very good course, specially the last homework. Thanks.

創建者 Vikas K S

Sep 28, 2018

I liked the course. Everything was good at its part.

創建者 Sunil K S

Jul 24, 2017

excellent coverage of basic models and good hands on

創建者 Clement F

Oct 10, 2017

Just what I needed. Thank you IIkay and Amarnath.

創建者 Fernando G d L V

Aug 29, 2017

Great intro horizon to discover new technologies.

創建者 Divya A P

Jul 08, 2018

Enjoyed the Learning experience. The Hands on Ex

創建者 Dhanashree K

Apr 03, 2018

really a very informative course for beginners!!

創建者 María B O S

Sep 26, 2018

An appropriate course for neophytes in Big Data

創建者 Guven Y

Nov 11, 2017

Great course, thank you for putting it together

創建者 Xiaotong C

Jul 25, 2018

A pretty straight-forward introduction to DBMS

創建者 Rozina S

May 14, 2018

Thank you Coursera for your help and support.

創建者 SKK

Dec 09, 2017

Very good starting point for Data Modeling!!

創建者 Mohamed H A

Aug 25, 2019

Great thanks to the team worked the course.

創建者 Julien C

Dec 03, 2017

Good course! The last exam could be better.

創建者 Assaduzzaman N

Sep 26, 2017

This is a very good course in most aspects.

創建者 Jose L R

Oct 13, 2018

Great course! Please update the hands on!

創建者 Suraj S

May 17, 2019

one of the best courses to be mentioned.

創建者 Chetan A

Sep 06, 2018

Gave great undestanding on the big data.

創建者 Tejprakash U

Dec 10, 2018

course is well designed and structured.

創建者 Marcos

Apr 01, 2018

Useful to know fundamentals of BDMS.

創建者 Emilio M

May 27, 2019

very good performace of instructors

創建者 Alan P N

May 23, 2018

Simples e direto ao ponto!

Muito bom

創建者 Carlos M P M

May 16, 2018

Simply, usefull and high valueable.

創建者 Francisco A

Jun 24, 2017

Excellent material, well explained

創建者 VIJAY M

Jan 18, 2019

Great course, great Faculty....