数据密集型应用程序的设计

Designing data-intensive applications

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墨西哥国立自治大学
Coursera
  • 完成时间大约为 14 个小时
  • 中级
  • 英语
注:本课程由Coursera和Linkshare共同提供,因开课平台的各种因素变化,以上开课日期仅供参考

课程概况

Welcome to the specialization course of Designing data-intensive applications.

This course will be completed on four weeks, it will be supported with videos and exercises.

By the end of this specialization, learners will be able to propose, design, justify and develop high reliable information systems according to type of data and volume of information, response time, type of processing and queries in order to support scalability, maintainability, security and reliability considering the last information technologies.

Software to download:
MySQL Workbench
Rapidminer
Hadoop framework Hortonworks
MongoDB

In case you have a Mac / IOS operating system you need to perform an action called VirtualBox.

课程大纲

Designing a transaccional system

After completing this module, a learner will learn how to distinguish a transactional from an analytical information system according to consistency, concurrency and integrity, and how to propose an architecture that suits user requirements.

Designing an analytical system

After completing this module, a learner will learn how to distinguish a transactional from an analytical information system according to the queries required on a huge amount of historical structured data that requires fast processing.

Designing an alternative to relational databases

After completing this module, a learner will learn how to distinguish which database technology to use to suit the user requirements, detect frauds and support ACID properties.

Designing an analytical system within a data lake

After completing this module, a learner will identify the architecture and technologies required to analyse a huge volume of structured and semistructured data.

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