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学生对 University of California San Diego 提供的 Big Data Modeling and Management Systems 的评价和反馈

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3,020 个评分

课程概述

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+....

热门审阅

PR

Mar 6, 2018

Pretty good course. The peer corrected assignment is avoidable. Instead, a little bit of programming may be introduced! The course becomes extremely boring due to only theoretical aspects and quizzes.

SM

Apr 12, 2020

Gives us a very good understanding on Big data modeling and various data models like Graph Data model, Vector Space model (TF-IDF), Vertica, AsterixDB, Aerospike etc.

筛选依据：

226 - Big Data Modeling and Management Systems 的 250 个评论（共 517 个）

创建者 Vaishnavi J

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Jul 17, 2020

It's very helpful

创建者 Pavithra

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May 15, 2020

improve my skilis

创建者 Wiboon O

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Mar 5, 2019

Very good lessons

创建者 Prasad G

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Mar 17, 2017

Excellent course.

创建者 Aarush N

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Sep 30, 2021

Excellent course

创建者 Joanne D

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Nov 7, 2020

Very informative

创建者 Dr. J P M

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May 2, 2020

Excellent Course

创建者 Andrea C

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Mar 14, 2019

Excellent course

创建者 Chenyang A

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Feb 16, 2018

Wonderful course

创建者 laksh b

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Feb 19, 2017

excellent course

创建者 José M L

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Feb 15, 2017

Very Good course

创建者 Guilherme S

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Jan 17, 2019

Excelent course

创建者 Cyubahiro T

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Nov 14, 2020

it was awesome

创建者 Liliana d C C M

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Apr 17, 2019

muy buen curso

创建者 Vijay B P

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Feb 3, 2018

Great insights

创建者 Jitender S V

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Jun 20, 2017

GREAT COURSE!!

创建者 MD A R A

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Aug 23, 2020

Excellent !!!

创建者 Arijit G

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May 20, 2019

v Good Couese

创建者 Duc D

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Dec 9, 2018

Good content!

创建者 K G R K

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Aug 3, 2023

good subject

创建者 Yoselin A

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Nov 29, 2020

Great Course

创建者 Vaibhav J

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May 31, 2020

Great Course

创建者 Andres H

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Aug 3, 2019

Great Course

创建者 Ajinkya B

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Jun 10, 2018

Great Course

创建者 Pijush K G

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Jun 2, 2018

Good course.