Course covers traditional management science/operations re搜索 concepts, models, and methods that are employed to make better, objective, verifiable, communicable, and more informed decisions for problems routinely encountered by decision makers 在商业. Emphasis is on application, interpretation, and the use of results to make better decisions for planning and operations.

前提条件:BUAD 5350

Introduces the student to programming. Upon completion of this class, the student will be able to write non-trivial programs dealing with business. 主题包括语言 components, control flow constructs, strings, input/output, database handling, classes, modules, and regular expressions.

The course includes hands-on labs requiring students to bring a PC to class. 

Emphasizes the relational database structure and the use of relational databases for retrieving and reporting information to support business decisions. 它涵盖了结构化 Query Language (SQL) extensively. Applications of relational databases in many areas 我们将讨论商业问题. Topics include relationship database concepts, the relational data model, entity relationship modeling, introductory, intermediate and 高级SQL查询.

This course addresses concepts, tool and techniques for using large datasets to address 业务问题. This includes understanding big data concepts, common architectures, and using industry-standard tools to store, query, transform and analyze large datasets. Techniques related to importing and working with diverse types of data across different technical environments are discussed and practiced.

前提条件:TECH 6360

This course provides an introduction as well as hands-on experience in data visualization. 学生 will learn to analyze the context of data visualization, to identify, access and prepare data for visualization, to apply best practices in visual analytics, to design user-oriented visualizations based on essential cognitive and perceptual principles, and to create dash board and data stories that 有效地 communicate data insights to facilitate managerial decision making. 学生 will complete data visualization assignments as well as a final project featuring an interactive dashboard and datastory.

共同要求:bana6350

This course addresses tools and techniques required for analyzing business data for 预测. Topics include time series analysis and time series 预测. 学生 will learn to apply these techniques to support business decision makers.

前提条件:TECH 6360
共同要求:bana6350

The course addresses practices related to predictive modeling (decision tree, regression, neural network, ensemble and boosting models, among others). 主题包括修改 data for better analysis results, model training and testing, machine learning methods, comparing and explaining complex models, generating predictions, and communicating results to help make better business decisions.

This course is open only to MS students in 业务分析.

Prerequisite: BANA 6350, TECH 6360

This course addresses tools and techniques required for creating predictive models to support business decisions and techniques for communicating results of advanced 分析技术. Topics include selecting and engineering predictive features, creating preliminary scorecards, performing inference techniques, determining scorecard performance, and communicating the results.

共同要求:bana6350

Focuses on the analysis and presentation of quantitative information in a manner that facilitates understanding and decision-making. The course covers basic sampling, statistical analysis, reporting, and data presentation techniques.

Facilitates the development of interpersonal and team skills leaders need to function 有效地. Focus is on the integrated behavioral competencies that organizations value today; self awareness, communication, collaboration, and relationship-building.  学生 will plan and implement new behaviors relevant to individuals who hold leadership positions, as well as those who informally assume leadership roles as they work with others to achieve business goals. 

Examines the social, political, legal and regulatory environments that constitute the background in which a for-profit business firm conducts its activities in domestic 以及全球背景. Corporate social responsibility and the ethical dimensions of decisions that impact stakeholder groups and corporate sustainability in a competitive 讨论环境问题.

前提条件:MANA 5F50