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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+....

热门审阅

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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201 - Big Data Modeling and Management Systems 的 225 个评论（共 515 个）

创建者 Sekhar & M T

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Nov 22, 2019

Great learning experience!

创建者 Arif F L

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Dec 3, 2020

this is very good course

创建者 Charuka A

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Aug 20, 2020

Very interesting course.

创建者 Mrinal K R

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Jul 9, 2020

Very Interesting course.

创建者 Adit M

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Feb 8, 2017

Very informative course.

创建者 Samiur O

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Sep 17, 2021

Very Informative Course

创建者 EKTA T

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Jun 10, 2020

Content is mind blowing

创建者 C R

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Jun 3, 2020

learned lot, thank you.

创建者 novan z

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Aug 26, 2019

Easy and understandable

创建者 Santiago E L

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Jan 3, 2018

You guys are rock stars

创建者 Anurup B

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Oct 22, 2017

Very Interesting Course

创建者 Guillermo A

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Jun 28, 2017

Well done and explained

创建者 SEBASTIAN P C

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Oct 19, 2020

I enjoyed this course.

创建者 Cosmas A

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Jun 19, 2017

Learning greatly here.

创建者 Shubham S

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Jul 31, 2020

great learning course

创建者 Michel R

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Nov 15, 2017

Perfect introduction.

创建者 Tamás B

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Aug 14, 2016

Interesting course :)

创建者 Nghĩa N

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Oct 10, 2022

Excellent course!!!

创建者 ILGAR G

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Sep 20, 2020

Useful for beginners

创建者 Dharmik T

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Jul 28, 2020

interesting course .

创建者 Md F

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Aug 20, 2019

best big data course

创建者 Lorie S

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May 25, 2018

Interesting Course.

创建者 MNIF A

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Feb 15, 2018

i loved this course

创建者 Sabawoon S

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Jan 23, 2018

Excellent content.

创建者 Santiago A S

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Nov 21, 2020

Excellent course.