硕博研究生课程

来华留学生课程

（全英语）

大数据智慧管理与

分析

   大数据（Big Data）是海量、动态、多样化、爆炸式增长的信息财富。学习掌握大数据特点，研究并掌握针对性、革新性的数据管理和处理机制，才能解决大数据应用面临的挑战，发挥大数据的威力，挖掘大数据中蕴含的智慧，使基于大数据的决策更快速、更合理、更准确，从而提升教育智能、商务智能，以及社会各行各业的智慧能力。 
   本课程通过介绍大数据智慧管理机制必备的基础知识和技术，使研究生入门大数据领域，理解大数据的特点与挑战；学习掌握数据仓库、OLAP、NoSQL与NewSQL知识体系和技术原理；理解掌握数据仓库、HBase与Hive技术的系统结构、模型设计、工作机制、优劣对比和应用策略。通过特设的课程设计，提升学生大数据技术的应用实践能力。

  秋季学期

  每周两次

  每次2学时

  17周

    Database in

    XJCO1850

Module summary:      Databases are a common component of many computer systems, storing and retrieving data about the state of a system. This module covers the principles of the design, architecture, implementation of database systems and the role of database management systems. In order to understand the design of database system an understanding of relational theory is required as well as the tools and techniques for decomposing systems and modelling them in an appropriate manner.This module introduces the tools for manipulating data in databases and design principles that ensure data security and integrity.

Objectives:     This module provides a foundation in the design and implementation of databases with an emphases on relational database systems.

Learning outcomes:      On successful completion of this module a student will have demonstrated the ability to: - describe the purpose and architecture of database management systems. - use appropriate tools to manipulate database systems. - design and implement a database using appropriate tools. - apply relational modelling techniques to real world situations. - apply normalisation and explain the advantages and disadvantages of normalisation. - describe the ethical, legal and security related issues concerning the implementation and administration of databases and their management systems.

   Autumn

   Semester

   4h/week, 

   3 weeks