当你在萨斯奎汉纳大学注册时, you’ll be paired with an advisor and application tool to guide you in your course planning and scheduling. 以下是节选自 完整课程目录. Enrolled students follow the requirements of the course catalog for the academic year in which they declare each major and/or minor, 咨询他们的导师和学生 学术策划工具.
数据科学
数据科学专业是一个结合数学的专业, 统计数据, and 计算机科学 with an area of application to give students the tools necessary to pursue a career in the field. The major is intended for students who desire a strong technical background in the areas that form the discipline of 数据科学.
学习目标
学生将发展:
- Proficiency in relevant data analysis techniques such as data cleaning and statistical modeling. (涵盖CSCI-301, CSCI-401, MATH-180)
- Proficiency in programming languages and tools such as Python, R, and data manipulation libraries. (csci-181, csci-182, csci-281, csci301, csci-401)
- Proficiency in effective communication both orally and in writing to various stakeholders including non-technical audiences. (去找找csci - 500顶石)
学生s will be evaluated in the courses covering the various skills and in a capstone course.
数据科学学士学位要求
获得数据科学理学学士学位, 学生必须完成, 成绩在C以上, 相当于以下内容:
4 cci -181计算机科学原理
4 csi -182面向对象程序设计
4 CSCI-281数据结构
4 CSCI-301数据挖掘
4 ccci -381算法
4 CSCI-401机器学习
数学-微积分1
4数学-微积分2
数学-180统计方法
4数学-线性代数
数学-211多元微积分
4数学-221离散结构
4 CSCI-500高级学术研讨会
除了上面的课程, 学生必须完成 a sequence of three courses outside the department chosen from the list below or another sequence approved by the 数学 and 计算机科学 department:
Anthropology: ANTH-162; either ANTH-235 or SOCI-245; either ANTH-341 or ANTH-310
Biology: either BIOL-101 or BIOL-102; BIOL-220; one 300-level or higher BIOL course including lab
Chemistry: CHEM-103; CHEM-242; CHEM-341
Earth and Environmental Sciences: EENV-101; one of EENV-105, EENV-220 or EENV-240; EENV-360
Ecology: ECOL-100; BIOL-220; one 300-level or higher ECOL course including lab
History: One 100-level HIST course; HIST-300; HIST-401
物理: PHYS-204; PHYS-206; either PHYS-307 or PHYS-401
Political Science: One of POLI-111, POLI-121, POLI-131 or POLI-212; POLI-205; POLI 305
Psychology: PSYC-101; PSYC-223; one 300-level or higher PSYC course
Sociology: SOCI-101; SOCI-235 or SOCI-245; one of SOCI-102, SOCI-255
重复计算的限制
学生s double majoring in 计算机科学 and 数据科学 cannot count CSCI-301 and CSCI-401 as 计算机科学 electives.
跨学科的选项
学生s majoring in computer 科学 can easily complete a minor in another department. 会计等领域, 业务, 生物学, 化学, 数学, 物理学或现代语言是自然的选择. Highly motivated students whose interests cross traditional departmental lines may also wish to consider the self-设计ed major option, 从几个部门的课程中制定一个综合的学习计划. 欲了解更多信息,请参阅主要和次要部分.