数据科学荣誉项目
计划的细节
Data scientists are problem solvers who transform complex data into underst而且able information for businesses 而且 organizations. 作为数据科学荣誉课程的学生, 你将深入到迷人的分析世界, 计算机科学, 数学 而且 statistics while applying your knowledge to serve the community 而且 address issues in society. Xavier's 数据科学荣誉项目 includes intentional reflection on ethics 而且 privacy in the use of data science skills 而且 includes multiple opportunities for community-engaged learning.
The 荣誉理学学士 in Data Science is a cohort-based program, so you’ll engage with your instructors 而且 learning community while collectively working through the curriculum. Students graduate with an 荣誉理学学士 in Data Science degree.
泽维尔大学, located in 辛辛那提, 俄亥俄州, is nationally recognized as a top university by U.S. 新闻 & 世界报道, 普林斯顿评论 而且 《4688mgmmgm高梅美线路》. 98%的学生都在工作, volunteering or in graduate school within six months of graduation (Class of 2021).
课程
The sample course sequence below illustrates class offerings for the 数据科学荣誉项目 major. 咨询官方 泽维尔大学课程目录 详细的注册和咨询信息.
秋天
- 计算机科学1*............ 3cr.
- 数学170微积分I[数学透视]............ 4cr.
- 数学222应用线性代数*............ 3cr.
- 第一年研讨会............ 3cr.
- ENGL 101作文............ 3cr.
- 核心101目标............ 0cr.
- DSCI 101队列经验:领域中的数据科学家............ 0cr.
春天
- 计算机科学II............ 3cr.
- 数学171微积分II............ 4cr.
- 概率与统计概论............ 3cr.
- 神学基础............ 3cr.
- 哲学伦理学导论............ 3cr.
- Core 102 goa............ 0cr.
- DSCI 102队列经验:实习数据科学家............ 0cr.
秋天
- CSCI 220数据结构 & 算法(QR)............ 3cr.
- 概率论............ 3cr.
- bais362介绍分析编程............ 3cr.
- 语言1............ 3cr.
- 西奥的观点............ 3cr.
- DSCI 201 Cohort Experience: Service Learning Trip 而且 Community-Engaged Project............ 0cr.
春天
- CSCI 335数据库............ 3cr.
- 数学312统计推断............ 3cr.
- bais329数据挖掘............ 3cr.
- 语言2............ 3cr.
- 菲尔的观点............ 3cr.
- DSCI 202队列经验:社区参与项目............ 0cr.
秋天
- bais365业务分析............ 3cr.
- 数学257数据建模............ 3cr.
- CSCI 230社会责任数据使用[E/RS标志]............ 3cr.
- STEM领域第1区[科学视角]............ 4cr.
- 文学与道德想象............ 3cr.
- DSCI 301队列经验:社会中的数据伦理 ............ 0cr.
春天
- BAIS 389商业智能[口语标志]............ 3cr.
- 数学350高级数据分析............ 3cr.
- CSCI 350高级算法............ 3cr.
- STEM领域第2区[自然科学选修]............ 4cr.
- 历史的视角............ 3cr.
- DSCI 302队列经验:职业探索............ 0cr.
秋天
- DSCI 390高级顶点I[书写标志]............ 3cr.
- CSCI 355高性能计算............ 3cr.
- 多样性的旗帜............ 3cr.
- STEM领域3区............ 4cr.
- 社会科学选修课............ 3cr.
- DSCI 401队列经验:指导一年级数据科学学生............ 0cr.
春天
- DSCI 391高级顶点II............ 3cr.
- DSCI 350计算机器学习............ 3cr.
- 创造性的观点............ 3cr.
- 人文选修课............ 3cr.
- DSCI 402队列经验:项目评估............ 0cr.
样本的课程
数据可视化:BAIS 389- 学生学习数据科学家如何使用 computers to collect 而且 analyze complex information about an organization 而且 its competitors for use in decision-making.
对社会负责的数据使用: csci 230- What are our legal 而且 ethical responsibilities regarding the use 而且 interaction with data? 什么是隐私?大数据和互联网是如何影响隐私的? This course introduces students to the federal laws 而且 authorities governing data privacy 而且 information assurance. 主题包括行业标准, compliance audits 而且 application of ethical foundations to case studies.
高性能计算 : csci 355 - This course is an exploration of concepts 而且 tools to process large data sets efficiently. 主题包括并行计算和分布式计算的基本概念, 并行算法分析, Amdahl's law 而且 the design 而且 implementation of parallel 而且 distributed algorithms. Topics also cover data storage 而且 distribution for use in distributed systems 而且 the use of specific tools prevalent in high-performance computing for data science.
应用线性代数:数学222 - This course is an introduction to elementary linear algebra with an emphasis on application 而且 interpretation. 主题包括线性方程组及其解, 矩阵代数, 线性变换, 决定因素, 逆, 特征值，特征向量和正交性. Course topics also include selected applications to physical 而且 social sciences.
计算机器学习: dsci 350- This course is an exploration of machine learning from statistical 而且 computational perspectives. 主题探讨有监督和无监督学习技术, emphasizing machine learning as a set of principled optimization algorithms. 课程主题还包括集成方法(e.g., 提高, 套袋和模型平均), algorithmic analysis of models including issues of scalability 而且 implementation, 与模型表达性相关的问题, 评价和交叉验证方法.
学生俱乐部
The following clubs are popular choices for students in the data science honors program
计算机科学俱乐部
从游戏之夜到黑客马拉松再到编程课程, 这些科技爱好者热爱所有数码产品. Members meet to discuss the latest in 计算机科学 而且 connect with each other.
业务分析 & 信息系统俱乐部
The 业务分析 而且 信息系统俱乐部 bridges the gap between classroom education 而且 workplace experience, engaging the community in underst而且ing 而且 embracing systems 而且 analytics, 符合耶稣会的伦理和价值观.
职业生涯的结果
98% 的学生, 包括数据科学荣誉项目的学生, 工作, volunteering or in graduate school within six months of graduation (Class of 2021).
就业机会: 商业智能分析师, 数据分析师, 数据科学家, 数据工程师, 计算机系统分析员, 计算机和信息系统经理, 市场研究分析师, 运营研究分析师, 定量分析
迈出下一步
辛辛那提:数据科学专业的机会之城
辛辛那提, 俄亥俄州拥有一些世界上最大的公司, which means students in the data science major have countless opportunities for careers, 在克罗格(Kroger)这样的地方实习和当导师, 宝洁公司 & 甘伯和五三银行. The city is ranked the #1 Best City for College Graduates (smartasset.com)和第15名最佳开始职业生涯的地方(WalletHub).
什么是耶稣会教育?
泽维尔的教育不仅仅是你典型的大学经历. Drawing on a Jesuit Catholic educational model 400 years in the making, students in the data science honors program get the personal attention 而且 support they need to succeed 而且 change 世界. The result is an education that’s as encouraging as it is challenging, 它的要求是丰富的.
国际留学项目
你在校园里可以学到很多东西，但不是所有的东西. 外面有一个世界，我们会帮助你去探索它. 泽维尔提供各种类型的出国留学机会:短期, 长期, 直接交流和由其他提供者赞助的项目. 你会看到并做一些改变你人生的事情. 你也会玩得很开心的.
以优异成绩毕业
你是在寻求学术挑战吗? The University Scholars Honors Program offers incoming students a more challenging curriculum 而且 close support from professors while completing their undergraduate degree. Acceptance into the program is highly selective 而且 includes a $2000 travel grant.
泽维尔大学数据科学荣誉项目专业
The cohort-based Data Science 荣誉理学学士 Program introduces the analytical 而且 real-world needs of data science. 它包括沉重的计算机科学课程负担, 数学, 而且 statistics designed to introduce strong STEM students to the computational 而且 analytical skills needed to build models 而且 tools in data science; incorporates specific experiences using skills from those areas in applied projects that incorporate community-engaged learning; 而且 includes intentional reflection on ethics 而且 privacy in the use of these skills.
泽维尔大学 文理学院 challenges students to develop an integrated underst而且ing of humanity, 世界, 而且 God by pursuing the questions raised in Xavier's core 而且 departmental curricula. The 文理学院 is the oldest 而且 largest college at 泽维尔大学. The college provides an excellent liberal arts education in the Jesuit tradition that prepares students for careers, 专业或研究生院, 以及全球化社会中的生活.
泽维尔大学是一所位于辛辛那提的私立大学, 俄亥俄州, 提供耶稣会天主教传统的文科教育. Founded in 1831, the University is the sixth-oldest Catholic university in the nation. It has been ranked among the top 10 master's-level universities in the Midwest by U.S. 新闻 & 过去二十年的世界报告. 普林斯顿评论 names it one of the "Best 385 Colleges in America."