数据分析学士

OCU’s 数据分析 major prepares students for a career in data analytics within the information technology area. 通过这个专业, students define challenges in providing useful data acquired from multiple sources and resolving cross-组织al problems through analytics.

目的:

完成本专业学习后，学生应能:

• Identify the various analyses available from different data sets.
• Communicate various aspects of analysis to IT and non-IT stakeholders.
• 评估数据分析中的道德问题.
• Integrate Christian principles in critical thinking and decision-making.
• 应用 management principles to work with people and processes within an 组织.

主要69小时

• ACC2020会计13
  The double-entry system of bookkeeping and the basic accounting cycle, including communicating financial information according to generally accepted accounting principles.

  前提条件:MAT1250或更高
• BUS2070宏观经济学3
  总体经济分析概论, including the impact of both domestic and international policies on key economic indicators and on overall macroeconomic performance. 推荐:大学水平的经济学课程
• 商业法3
  法律的原则和实践, 以及它们对商业环境的影响, emphasizing the dynamic interaction between the individual, 组织, 和社会, in the context of Christian ethics and proper 业务 conduct.
• IST2001操作系统技术员3
  关注操作系统, 包括安装, 配置, 以及设备的维护, 个人电脑, and software for end users; understanding the basics of networking and security/forensics from the operating system view; properly and safely diagnose, 解决, and document common software issues; applying troubleshooting skills and providing appropriate customer support.
• IST2011硬件系统技术员3
  提供安装的基础知识, 配置, 支持硬件系统, including the assembling of components based on customer requirements; installing, 配置, 维护设备, 个人电脑, and servers; Understanding the fundamentals of networking and security/forensics; student will be introduced to wireless networks, 移动设备, 以及用于最终用途部署的自定义构建.

  先决条件:IST2001
• 认证安全原则3
  Understanding security across the entire environment of risk management, 身份和全网十大靠谱网投官方入口控制, network and data security and how this applies in in new technologies such as loT and cloud services. 学生可以使用网络范围.

  先决条件:IST2051
• IST2300操作系统3
  Windows操作系统, 包括安装的实用技能, 配置, 维护这个操作系统, 并介绍了其他流行的操作系统, 包括OS X, iOS, 安卓, 和Linux.
• IST2400数据库系统3
  关系数据库, including basic relational database 设计 and maintenance, 设计概念，如记录, 表, 数据类型和表规范化, reading database data through queries using query functions and linked 表, SQL查询语言的介绍, 流行的关系数据库软件, 备选数据库技术, and interaction with these concepts using a relational database software program.
• IST2500编程13
  An introductory course in computer programming using the JAVA programming language, 包括计算机编程的基础知识, 程序设计, 数据类型, 程序流构造, 高效的程序设计, and techniques for 处理 data programmatically such as data arrays and data algorithms.
• 商业信息系统3
  Fundamental concepts and technologies for 业务 information systems, 包括数据捕获, 处理, 和沟通, introduction to the integration of Microsoft Excel and Microsoft Access in 业务 information systems, 基本数据分析.
• 管理信息技术3
  This course will address how the increased complexity of 业务 data and the timeliness and coordination of this data across a company is managed. 主题包括数据挖掘, 商业智能, 移动技术, 计算机网络, 网络安全, 语义技术和搜索引擎.
• IST3100数据分析3
  分析大型数据集的技术和工具.
• IST3110信息与网络安全3
  资讯系统保安, 包括网络安全, 应用程序, data, 和主机, 合规, 操作安全, 全网十大靠谱网投官方入口控制, 身份管理, 威胁和漏洞, 和密码.

  前提条件:IST2000、IST2010
• 数据库系统23
  与MySQL数据库的实际交互, 包括安装所需的技能, 配置, 负责企业数据库系统的安全维护, 设计和创建一个简单的数据库, and interacting with the database through 应用程序 and programming languages.

  先决条件:IST2400
• IST3500程序设计II3
  为万维网编程, 包括网页定义, 脚本语言(HTML), Javascript), 复杂网页, 使用脚本来增强网页, 移动友好的网页, 自动网页创建工具, 以及如何正确使用这些工具.

  先决条件:IST2500
• IST4000信息技术项目管理3
  Principles and solutions for managing IT projects through all phases, 包括初始化, 规划, 执行, 监控, 和控制, 和关闭.
• IST4100数据分析II3
  Application of data management principles from 数据分析 I to solving 业务 problems.

  先决条件:IST3100
• 系统分析与设计3
  Application of the System Development Life Cycle (SDLC) framework to plan, 分析, 设计, 实现, 维护信息技术系统, including methods and models for developing and documenting the requirements for an information system, 要设计的过程和程序, 采购, 实现, 维护系统, and an introduction to industry standard methods and tools that support the SDLC process such as UML, 用例分析, 快速应用开发和案例.
• IST4200网络法律与道德3
  This course examines managing the ethical and legal issues that arise in the use of the Internet. Emphasis is given to areas of 隐私, intellectual property, freedom of expression, and e-commerce.
• IST4300 IT应用、获取与实现3
  Decisions and activities required to 实现 an information system project, 强调基于技术的战略决策, 业务, 政治和法律因素, 供应商选择, 关系管理, 以及人为因素，比如变更管理, 教育和培训.
• IST4400 SQL数据管理3
  Practical experience using the SQL language to write various queries to extract meaningful data from a relational database.
• IST4810数据分析顶点3
  Integration of student learning from the 数据分析 major courses requiring the application of learned skills in analyzing data, 做预测, 和识别, 评估, and capturing 业务 analytic opportunities that create value.

  前提条件:完成专业课程
• MAT3300统计*3
  Statistics is the method of conducting a study about a topic by collecting, 组织, 解释, 展示数据. This course prepares the student to perform statistical analysis of data sets. 主题包括描述性统计, 概率, 抽样分布, 区间估计, 假设检验与回归.

*Students may count this course as a Mathematics elective in the General Education Core.