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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
2,608 個評分
429 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 418 個)

創建者 Juan H B S

May 26, 2018

Difficult topic, but interesting and the explanations were clear.

創建者 Prachi J

Dec 07, 2017

It was a very practical and detailed course. Thank you very much.

創建者 King W N

Nov 27, 2017

The content and assignments I've found so far are pretty spot on.

創建者 agentVargas2012R

Nov 01, 2017

This course is amazing!! Amarath teaches this course like a boss.

創建者 Jose A B A

Oct 24, 2016

The way for going through of material and classes is now better.

創建者 ROHIT S

Oct 04, 2016

Course is very much intresting and i learnt so many new things.

創建者 Ali A

Mar 01, 2018

It was an informative course, contents of the course were good

創建者 Lola B

Oct 10, 2017

Provides a got exposure to major big data management concepts.

創建者 Fernando M

Apr 20, 2017

Excellent course, clear explanations and attention to details.

創建者 Juan C H

Mar 28, 2017

Excellent professors! Everyday was a new learning experience!

創建者 Juan C M L

Sep 06, 2018

Precise and complete approach to the data modeling subject.

創建者 Alibek M

Apr 01, 2020

Much more difficult than Intro part. Definitely recommend

創建者 Linh N B

Sep 13, 2017

This course has really good hands-on examples and detail.

創建者 JAMSHAID

Dec 28, 2017

Great course to get you started in the world of Big Data

創建者 Alfonso A G

Oct 30, 2016

Really nice course learned much about MongoDB and Spark

創建者 MEI W

Jan 03, 2020

Good introductory course of cloud and big data systems

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 Maria 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