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

4.4
2,793 個評分
468 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+....

熱門審閱

MP
2017年10月16日

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
2017年3月27日

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)

篩選依據:

151 - Big Data Modeling and Management Systems 的 175 個評論(共 457 個)

創建者 Jose L R

2018年10月13日

Great course! Please update the hands on!

創建者 Suraj S

2019年5月17日

one of the best courses to be mentioned.

創建者 Chetan A

2018年9月6日

Gave great undestanding on the big data.

創建者 Tejprakash U

2018年12月10日

course is well designed and structured.

創建者 mostafa r m

2020年1月23日

very good content and good instructor

創建者 Marcos

2018年4月1日

Useful to know fundamentals of BDMS.

創建者 Emilio M

2019年5月27日

very good performace of instructors

創建者 Alan P N

2018年5月23日

Simples e direto ao ponto!

Muito bom

創建者 Carlos M P M

2018年5月16日

Simply, usefull and high valueable.

創建者 Budi S

2020年11月20日

Thoroughly explained. recommended

創建者 Fahim T W I

2020年7月9日

I am glad to finished this course.

創建者 Francisco A

2017年6月23日

Excellent material, well explained

創建者 Prof. B R J

2020年9月3日

GREAT JOB DONE BY THE INSTRUCTOR

創建者 Amit K M

2020年10月6日

EXCELLENT COURSE CONTENTS......

創建者 VIJAY M

2019年1月18日

Great course, great Faculty....

創建者 Jude O

2018年10月24日

Excellent introductory material

創建者 Stefan M

2017年10月30日

Great course, easier to follow.

創建者 Shivam s

2020年9月20日

Amazing course in the coursera

創建者 Fabio L

2020年8月15日

Very good and relevant course!

創建者 Ferry W

2018年7月1日

easy to understand and helpful

創建者 Pankaj G

2017年12月19日

Good course, fairly detailed.

創建者 RAGHAVENDRA R

2020年5月30日

Good I learnt big Data model

創建者 Matías F

2017年7月3日

Full content. Great Material

創建者 Andrés F

2016年10月10日

Good to understand Big Data.

創建者 alexander r

2016年10月4日

Thanks for the education! :)