Big Data Modeling and Management Systems

Big Data Modeling and Management Systems

课程
en
英语
12 时
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来源
  • 来自www.coursera.org
状况
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  • 6 序列
  • 等级 介绍

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课程详情

教学大纲

  • Week 1 - Introduction to Big Data Modeling and Management
    Welcome to this course on big data modeling and management. Modeling and managing data is a central focus of all big data projects. In these lessons we introduce you to the concepts behind big data modeling and management and set the stage for the remainder of...
  • Week 2 - Big Data Modeling
    Modeling big data depends on many factors including data structure, which operations may be performed on the data, and what constraints are placed on the models. In these lessons you will learn the details about big data modeling and you will gain the practica...
  • Week 3 - Big Data Modeling (Part 2)
    These lessons continue to shed light on big data modeling with specific approaches including vector space models, graph data models, and more.
  • Week 4 - Working With Data Models
    Data models deal with many different types of data formats. Streaming data is becoming ubiquitous, and working with streaming data requires a different approach from working with static data. In these lessons you will gain practical hands-on experience working...
  • Week 5 - Big Data Management: The "M" in DBMS
    Managing big data requires a different approach to database management systems because of the wide variation in data structure which does not lend itself to traditional DBMSs. There are many applications available to help with big data management. In these les...
  • Week 6 - Designing a Big Data Management System for an Online Game
    In these lessons we give you the opportunity to learn about big data modeling and management using a fictitious online game called "Catch the Pink Flamingo".

先决条件

没有。

讲师

Ilkay Altintas
Chief Data Science Officer
San Diego Supercomputer Center

Amarnath Gupta
Director, Advanced Query Processing Lab
San Diego Supercomputer Center (SDSC)

编辑

加州大学圣地亚哥分校是位于加利福尼亚州圣地亚哥的一所公立赠地研究型大学。加州大学圣地亚哥分校成立于 1960 年,位于斯克里普斯海洋学研究所附近,是加州大学十个校区中最南端的一个,提供 200 多个本科和研究生学位课程,在校本科生 33,096 人,研究生 9,872 人。

加州大学圣地亚哥分校被认为是世界上最好的大学之一。多份出版物将加州大学圣地亚哥分校的生物科学系和计算机科学系评为世界前十名。

平台

Coursera是一家数字公司,提供由位于加利福尼亚州山景城的计算机教师Andrew Ng和达芙妮科勒斯坦福大学创建的大型开放式在线课程。

Coursera与顶尖大学和组织合作,在线提供一些课程,并提供许多科目的课程,包括:物理,工程,人文,医学,生物学,社会科学,数学,商业,计算机科学,数字营销,数据科学 和其他科目。

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