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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：

276 - Big Data Modeling and Management Systems 的 300 个评论（共 517 个）

创建者 PRAVEEN S B

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Jun 5, 2020

Excellent

创建者 Dilara B

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Feb 24, 2019

thank you

创建者 Jose R O

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Jun 29, 2018

Very nIce

创建者 Anup K M

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Apr 22, 2018

very good

创建者 Ronaldo E

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Jun 19, 2017

Excelent.

创建者 Hamada I M

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May 18, 2017

very good

创建者 Edgard M M

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Feb 2, 2017

muito bom

创建者 Ben W

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Nov 11, 2016

Excellent

创建者 Srinivas B

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Sep 26, 2016

Excellent

创建者 Enrique G R

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Jun 30, 2016

Very Good

创建者 PALAK G

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Jul 14, 2020

Amazing!

创建者 Suraj P

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Jun 18, 2020

good one

创建者 RAJAT S

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May 3, 2020

nice one

创建者 Pedro D

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Sep 24, 2016

Muy bien

创建者 Farheen m

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Jan 19, 2022

amazing

创建者 Nikita E

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Jun 9, 2017

Perfect

创建者 Sonali S

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May 27, 2019

Great!

创建者 Anil K

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Apr 24, 2020

Great

创建者 Mayank c

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Apr 10, 2019

G

r

e

a

t

创建者 Lisbeth R

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May 5, 2017

great

创建者 Indrajit S

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Jan 15, 2026

Good

创建者 Shubham K

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Aug 17, 2025

good

创建者 Hoàng T

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Dec 3, 2024

Goof

创建者 Drumil v

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May 5, 2024

nice

创建者 CHAFIK B

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Dec 3, 2020

good