学位
Bachelor of 科学 主修数据科学任务
Bachelor of 科学 主修数据科学 program inspires students to become innovators who make impactful contributions through data 分析, 建模, 计算, 和仿真. The program fosters flexible and creative approaches for problem solving and the ability to gain insights about complex relationships and interdependencies, and to describe and communicate these insights for 预测 以及决策.
主要描述
In recent years the explosion of data in a wide range of fields has created a wealth of opportunities for data science professionals, and the demand for people with the right skills continues to grow. B.S. 主修数据科学 program at UNE gives students the opportunity to apply their passion for mathematical 建模 和计算 to problems involving the 分析 of data and the design of models for extracting information, 做预测, 和决策.
Beginning with foundational mathematics, 统计数据, 和计算, students will develop techniques in visualization, 机器学习, 数据挖掘.
Industry partnerships with local employers provide opportunities for students to apply these techniques and refine their expertise through project-based learning experiences throughout the curriculum as well as in a senior practicum.
课程要求
| CAS核心要求 | 学分 |
|---|---|
| 总学分 | 42 |
| 必修课 | 学分 |
|---|---|
| dsc110 -软件工具概览 | 1 |
| dsc130 -探索数据 | 3 |
| dsc225 -程序设计1 or MAT 225 – Computer Programming w/MATLAB | 3 |
| 数据可视化 | 3 |
| DSC 301 – Introduction to Database Design/SQL | 3 |
| dsc344 -机器学习 | 3 |
| dsc410 -数据挖掘 or dsc420 -预测建模 or DSC 490 -数据科学主题 | 3 |
| dsc480 -数据科学实习 | 3 |
| MAT 120 -统计 or MAT 150 -生命科学统计学 | 满足核心要求的学分 |
| MAT 190 -微积分 | 3 |
| MAT 220 -线性代数 | 3 |
| 总学分 | 28 |
| 选择下列四(4)项: | 学分 |
|---|---|
| DSC 205 – Introduction to Data Analysis and Modeling | 3 |
| DSC 270 – Data Structures and Algorithms | 3 |
| dsc325 -程序设计II | 3 |
| GIS 364 -空间数据分析 | 3 |
| MAT 195 -微积分II | 3 |
| MAT 212 -离散数学 | 3 |
| MAT 323 -应用回归分析 | 3 |
| MAT 340 – Graph Theory with Applications | 3 |
| MAT 405 – Introduction to Numerical Analysis | 3 |
| 总学分 | 12 |
| Open elective credits (as needed to reach 120 credits) | 变量 |
| 最低总要求学分 | 120 |
|---|
学习成果
学生顺利完成B.S. 数据科学专业的学生将:
- 开发, 测试, and deploy mathematical and statistical models for data 分析, 预测, 以及决策
- Use current field-standard digital tools for data management, 操纵, 组织, 分析, 和可视化
- Effectively communicate quantitative information to technical and non-technical audiences orally, 以书面形式, 通过视觉格式
未成年人
A student with a major in another program may minor in 数据科学 with the approval of the Academic Director.
学生 wishing to declare a 数据科学 minor should complete a course plan in consultation with a Mathematical 科学s faculty member.
学生 may earn a Minor in 数据科学 by completing the following:
| 必修课 | 学分 |
|---|---|
| dsc130 -探索数据 | 3 |
| dsc225 -程序设计1 or MAT 225 – Computer Programming w/MATLAB | 3 |
| 数据可视化 | 3 |
| dsc344 -机器学习 | 3 |
| MAT 120 -统计 or MAT 150 -生命科学统计学 | 3 |
| 一(1)专业选修课 | 3–4 |
| 最低总要求学分 | 18 |
|---|
| 项目特定选修课 | 学分 |
|---|---|
| DSC 205 – Introduction to Data Analysis and Modeling | 3 |
| DSC 301 – Introduction to Database Design/SQL | 3 |
| dsc410 -数据挖掘 | 3 |
| dsc420 -预测建模 | 3 |
| DSC 490 -数据科学主题 | 3 |
| GIS 364 -空间数据分析 | 3 |
荣誉项目
At this time, 数据科学 does not offer 荣誉项目.
转移信用
Courses previously completed at another accredited college can be transferred to this degree program beginning in Fall 2020. Transferred mathematics courses must be reasonably close in scope and content to the mathematics courses offered at UNE in order to count as exact equivalents. Otherwise, they will transfer as general electives.
All 科学/Math courses previously completed must be no older than five (5) years.
看到 本科招生 了解更多信息.
招生
看到 本科招生 了解更多信息.
财务信息
学费和杂费
Tuition and fees for subsequent years may vary. Other expenses include books and housing. For more information regarding tuition and fees, please consult the 财务信息 本目录部分.
Notice and Responsibilities Regarding this Catalog
This catalog outlines the academic programs, 度标准, 政策, and events of the University of New England for the 2024–2025 academic year and serves as the official guide for academic and program requirements for students enrolling at the University during the Summer of 2024, 2024年秋季, 和2025年春季学期.
The information provided is accurate as of its publication date on April 26, 2024.
The University of New England reserves the right to modify its programs, 日历, or academic schedule as deemed necessary or beneficial. This includes alterations to course content, 类重新安排, 取消, 或任何其他学术调整. Changes will be communicated as promptly as possible.
While students may receive guidance from academic advisors or program directors, they remain responsible for fulfilling the requirements outlined in the catalog relevant to their enrollment year and for staying informed about any updates to 政策, 规定, 或需求.