Chevron Left
返回到 Big Data Modeling and Management Systems

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

2,605 個評分
429 條評論


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+....



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.


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)


126 - Big Data Modeling and Management Systems 的 150 個評論(共 418 個)

創建者 Matías D F

Jul 03, 2017

Full content. Great Material

創建者 Andrés F

Oct 10, 2016

Good to understand Big Data.

創建者 alexander r

Oct 05, 2016

Thanks for the education! :)

創建者 Sekhar T

Nov 22, 2019

Great learning experience!

創建者 Mrinal K R

Jul 09, 2020

Very Interesting course.

創建者 Adit M

Feb 08, 2017

Very informative course.

創建者 EKTA T

Jun 10, 2020

Content is mind blowing

創建者 C R

Jun 03, 2020

learned lot, thank you.

創建者 Novan Z

Aug 26, 2019

Easy and understandable

創建者 Santiago E L

Jan 04, 2018

You guys are rock stars

創建者 Anurup B

Oct 22, 2017

Very Interesting Course

創建者 Guillermo A A N

Jun 28, 2017

Well done and explained

創建者 Cosmas A

Jun 19, 2017

Learning greatly here.

創建者 Shubham S

Jul 31, 2020

great learning course

創建者 Michel R

Nov 15, 2017

Perfect introduction.

創建者 Tamás B

Aug 14, 2016

Interesting course :)

創建者 Dharmik T

Jul 28, 2020

interesting course .

創建者 Md S F

Aug 20, 2019

best big data course

創建者 Lorie S

May 25, 2018

Interesting Course.

創建者 MNIF A

Feb 15, 2018

i loved this course

創建者 Sabawoon S

Jan 23, 2018

Excellent content.

創建者 Vaishnavi J

Jul 17, 2020

It's very helpful

創建者 Pavithra

May 16, 2020

improve my skilis

創建者 Wiboon O

Mar 06, 2019

Very good lessons

創建者 Prasad G

Mar 18, 2017

Excellent course.