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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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3,018 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+....

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DN

Nov 22, 2016

Pretty good overall, although some exercises are a bit difficult to understand from the descriptions and instructions given, some graphs and initial reference documentation for exercises might help

RM

Oct 16, 2016

Interesting. Sometimes a little bit overwhelmed by a lot of information within a single video but it gives you an overview of what is big data modeling and management systems.

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176 - Big Data Modeling and Management Systems 的 200 个评论（共 515 个）

创建者 Tejprakash U

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Dec 10, 2018

course is well designed and structured.

创建者 Muhammad F F

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Jan 31, 2023

Interesting course with good content

创建者 Marcos

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Apr 1, 2018

Useful to know fundamentals of BDMS.

创建者 Emilio M

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May 27, 2019

very good performace of instructors

创建者 Alan P N

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May 23, 2018

Simples e direto ao ponto!

Muito bom

创建者 Carlos M P M

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May 16, 2018

Simply, usefull and high valueable.

创建者 Budi S

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Nov 20, 2020

Thoroughly explained. recommended

创建者 Fahim T W I

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Jul 9, 2020

I am glad to finished this course.

创建者 Francisco A

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Jun 23, 2017

Excellent material, well explained

创建者 Dr. B R J

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Sep 3, 2020

GREAT JOB DONE BY THE INSTRUCTOR

创建者 Amit K M

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Oct 5, 2020

EXCELLENT COURSE CONTENTS......

创建者 VIJAY M

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Jan 18, 2019

Great course, great Faculty....

创建者 Jude O

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Oct 24, 2018

Excellent introductory material

创建者 Stefan M

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Oct 30, 2017

Great course, easier to follow.

创建者 Rudolf E

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Nov 29, 2021

Week 5 was especially amazing!

创建者 SHIVAM S

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Sep 20, 2020

Amazing course in the coursera

创建者 Fabio L

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Aug 15, 2020

Very good and relevant course!

创建者 Ferry W

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Jul 1, 2018

easy to understand and helpful

创建者 Pankaj G

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Dec 18, 2017

Good course, fairly detailed.

创建者 Dr. J K

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Jun 20, 2021

Good delivery on the concept

创建者 RAGHAVENDRA R

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May 30, 2020

Good I learnt big Data model

创建者 Matías F

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Jul 3, 2017

Full content. Great Material

创建者 Andrés F

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Oct 10, 2016

Good to understand Big Data.

创建者 Alex

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Oct 4, 2016

Thanks for the education! :)