Business Analytics
掌握在当今竞争激烈的环境中成为一名成功的管理者所需的技能和知识. 我们的课程强调分析和政策制定，并为学生在广泛领域的职业生涯做好准备, from finance and healthcare to technology, government, and the nonprofit world.
The department includes three disciplines:
Business Analytics
利用商业数据指导企业的决策和竞争能力, examining what has happened, predicting what will happen, and exploring what should happen.
Information Systems
一门高度分析和数据驱动的学科，电子游戏正规平台如何在组织中战略性地使用技术来改进业务流程, productivity, and competitive advantage.
Operations Management
A multi-dimensional, 高度整合的业务领域，使用定量分析技能和认知问题解决能力来检查组织如何执行其任务和目标.
Contact
At a Glance
Undergraduate Programs
Business Analytics Concentration
商业分析借鉴了包括统计在内的一系列方法和工具, forecasting, experimental design, data mining, 通过建模将数据转化为信息和见解.
Curriculum
4 courses
Note: Starting with the class of 2027, 学生不能将任何商业分析专业要求与其他专业重复计算. 商业分析专业的所有12个学分必须是独一无二的.
以下要求是针对2027年及以后毕业班的学生. 2026年或更早毕业的学生应该 refer to this document for their requirements.
2
Required Course
| Course # | Course Name |
|---|---|
| BZAN3307 | Machine Learning & AI |
| BZAN3385 | Applied Statistical Modeling |
2
Courses from this list
| Course # | Course Name |
|---|---|
| BZAN3310 | Sports Analytics |
| BZAN6604 | Management Science |
| BZAN6612 | Forecasting for Business Analytics |
| BZAN/ISYS3350 | Data Management for Analytics and Applications |
| BZAN/ISYS6641 | Cybersecurity Strategy and Management |
| BZAN/ISYS6645 | Data Visualization |
| BZAN/ISYS6655 | 介绍区块链及其商业应用 |
| MFIN2270 | Data Analytics in Finance |
| MFIN2260 | Active Portfolio Management |
| MFIN6650 | FinTech and Cryptocurrencies |
| MKTG2153 | Customer Research and Marketing Decisions |
业务分析是用于将数据转化为业务决策洞察力的工具和技术的集合.
Analytics Magazine regularly features applications of analytics. 不列颠哥伦比亚省图书馆有订阅，所以你可以通过他们的 website (search for “analytics journal”).
最重要的技能是解决问题的能力, 但熟悉以下内容也会有所帮助:
- Programming (Python是最常用的通用语言——而且它是免费的.)
- Statistical software (R是使用最广泛的统计软件. 它是免费的，界面R Studio也是免费的，可以让入门更容易一些.)
- Visualization software (Both Python and R have great visualization capabilities; Tableau is a standalone product that you can get a free student license for, 你会发现你可以自学很多东西.)
- Getting data from databases.
Analytics has a wide range of applications. 您在商业分析共同集中学习的工具不仅适用于传统的业务问题，而且适用于收集数据的任何感兴趣的问题. Below are a few examples.
Social impact
Marketing
- 《电子游戏软件》 Marketing Week.
- “分析在消费信贷和零售营销中的应用”， Analytics. 这本书有很多术语，读起来很密集，但也有很多关于应用程序的细节.
Healthcare
Investment Banking
Accounting
- “商业分析:转变管理会计师的角色，” Managing Accounting Quarterly (2015). 这个链接的第5页有分析如何在会计中使用的例子.
有很多竞赛和黑客马拉松让学生练习他们的分析技能, 这些经验可以帮助学生建立简历.
- ASA Data Fest
- Kaggle has a revolving menu of competitions.
找到了一个很好的资源，应该列在这里? Email Stephanie Jernigan.
Information Systems Concentration
我们的信息系统集中为本科生提供规划所需的知识和技能, develop, 并部署基于技术的业务解决方案——无论是在组织内部还是在整个社会中.
Curriculum
4 courses
Note: Starting with the class of 2027, 学生不能将任何信息系统专业要求与其他专业重复计算. 所有12个学分的信息系统集中必须是独一无二的.
以下要求是针对2026年及以后毕业班的学生. 2025年或更早毕业的学生应该 refer to this document for their requirements.
2
Required Courses
| Course # | Course Name |
|---|---|
| BZAN/ISYS3350 | Data Management for Analytics and Applications |
| BZAN/ISYS4258 | Systems Analysis and Design |
2
Courses from this list
| Course # | Course Name |
|---|---|
| BZAN3307 | Machine Learning & AI |
| BZAN/ISYS2160 | 使用Swift进行iOS应用程序开发的编程入门 |
| BZAN/ISYS2170 | 物理计算-互动艺术，机器人和技术为好 |
| BZAN/ISYS6641 | Cybersecurity Strategy and Management |
| BZAN/ISYS6645 | Data Visualization |
| BZAN/ISYS6655 | 介绍区块链及其商业应用 |
| MFIN6650 | FinTech and Cryptocurrencies |
| MGMT3315 | Managing Digital Innovation |
Operations Management
With a focus on analysis and decision-making, 运营管理专业旨在传授成功管理人员所需的技能和知识, processes, and systems in today's competitive environment.
Curriculum
4 courses
Note: Starting with the class of 2027, 学生不能将任何运营管理专业要求与其他专业重复计算. 运营管理专业的所有12个学分必须是独一无二的.
以下要求是针对2027年及以后毕业班的学生. 2026年或更早毕业的学生应该 refer to this document for their requirements.
2
Required Courses
| Course # | Course Name |
|---|---|
| BZAN3375 | Operations Strategy and Consulting |
| BZAN6604 | Management Science |
2
Courses from this list
| Course # | Course Name |
|---|---|
| BZAN2255 | Managing Projects |
| BZAN3307 | Machine Learning & AI |
| BZAN3385 | Applied Statistical Modeling |
| BZAN6612 | Forecasting for Business Analytics |
| BZAN6632 | Supply Chain Management |
Our Students
Careers
对具有这些技能的管理人员的需求是强烈的，并且随着公司认识到他们不仅仅与新产品竞争，对这些技能的需求还在继续增加, good marketing, and skillful finance, 而是通过利用管理数据的高度能力, operations, and business intelligence.
Sample List of Employers
Bank of America
Barclays
BNY Mellon
Boston Consulting Group
Cambridge Associates
Citi
Converse
Dell Technologies
Deloitte
E&J Gallo Winery
Ernst and Young
Goldman Sachs
IBM
JPMorgan Chase
KPMG
Liberty Mutual
Mastercard
New York Jets
Study Abroad
Immerse yourself in a different culture, 发现你的纪律和你自己的各个方面, gain new perspective, and cultivate important contacts.