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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
2,839 個評分
476 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
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)

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101 - Big Data Modeling and Management Systems 的 125 個評論(共 465 個)

創建者 Tandy S

2017年9月22日

It's a great source to understand what is Big Data from concepts to its technologies

創建者 Suresh V

2017年4月20日

I really enjoy learning for the first time after a long time. I will keep learning.

創建者 Vivek T

2019年6月30日

This course was so good which focuses on the basics and also on hands-on sessions.

創建者 SANJEEVE K G

2018年12月19日

Thanks lot to Coursera

given me new life to me

I want to go further in this course

創建者 Mohamed F

2017年3月14日

very nice and interesting course i recommend it for anyone start new in big data

創建者 Sayed T S

2017年4月13日

It was a great course from the best place in the world and best instructors .

創建者 Pablo A L Z

2020年7月10日

Realmente es un excelente curo, no me puedo quejar lo de todo lo que aprendi

創建者 Siddharth G

2020年7月19日

A really great course for getting info about big data management systems.

創建者 igor s

2016年12月18日

Simply another great course within Coursera courses, thank you very much.

創建者 Mandar T

2020年8月16日

Amazing course with very relevant content and great course delivery!

創建者 Kumar A

2019年10月22日

Well rounded course with theoretical discussion and hand-on sessions

創建者 Raunak S

2018年3月14日

great course for those who wish to go beyond the basics of big data.

創建者 juan

2021年1月18日

Excelente temario muy claro por parte de los tutores y organizado.

創建者 Laura R

2020年7月29日

Very interesting hand on training and useful teoretical information

創建者 Fabio P

2017年12月7日

Good course to be introduced in the big data modelling environment.

創建者 Ing. J H B S

2018年5月25日

Difficult topic, but interesting and the explanations were clear.

創建者 Prachi J

2017年12月7日

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

創建者 King W N

2017年11月27日

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

創建者 agentVargas2012R

2017年11月1日

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

創建者 Jose A B A

2016年10月24日

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

創建者 ROHIT S

2016年10月3日

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

創建者 Jairaj B

2020年8月28日

Very interesting and engaging course. I enjoyed it thoroughly.

創建者 Ali A

2018年2月28日

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

創建者 Lola B

2017年10月10日

Provides a got exposure to major big data management concepts.

創建者 Fernando M

2017年4月19日

Excellent course, clear explanations and attention to details.