健康数据科学，硕士.S.
Saint Louis University's Master of Science program in health data science is designed to prepare students for a career in today's data-driven health care industry. 成功的数据科学家拥有一种巧妙的融合能力, synthesize and communicate data for use in clinical decisions by patients and providers, as well as advancing quality improvement efforts across health systems.
博彩网址大全's health data science curriculum and academic training complement other existing programs and course offerings at Saint Louis University, 包括健康信息学(波西健康科学学院), biostatistics (College for Public Health and Social Justice) and biomedical informatics and computational biology (College of Arts and Sciences). Students will have the opportunity to take courses from each of these programs.
Careers
我们的毕业生都是成功的数据科学家, data managers, data analysts, 机器学习工程师, statisticians, 学术界的软件工程师和定量分析师, 政府与业界. Students may also further their education in a doctoral program in a related field.
Key Figures
- 98 percent of students have jobs upon graduation from this program.
- The median salary in relevant health data science careers is $117,217
- 根据Glassdoor的数据，这是美国排名第二的工作
- 3rd fastest-growing job in the United States according to Linkedin
课程概述
博彩网址大全的M.S. in health data science program is to provide graduates with the expertise and necessary skills needed to manage, manipulate and analyze large-scale clinical and operational databases. Most core courses are offered onsite during hours convenient for working professionals. This program is flexible enough for traditional students or working professionals. 它提供了分析方面的专业知识和实践技能, modeling and outcomes research needed to meet the increasing demand for data scientists in the health care system.
Students complete 30 credits of coursework across three integrated areas of study:
应用统计学
Build capabilities to ask critical questions and draw conclusions from large, 复杂数据具有多种分析方法, 包括预测建模, 机器学习和数据可视化. The program incorporates new software regularly to promote sharp and current analytic skills.
实际计算
Learn a diverse set of open source and proprietary software required to link data from disparate sources such as electronic medical records, 保险索赔, operations data, 患者登记和个人健康设备. 该软件包括R, Python, SAS, SQL和Hadoop.
健康科学应用
应对监管带来的挑战, dynamic industry by understanding unique health care contexts such as privacy protection, 政府融资, 风险承包, 绩效监测和人口健康管理.
实地考察和研究机会
理学硕士(M.S.) in Health Data Science program provides traditional students and working professionals with the expertise and hands-on skills needed to meet this increasing demand in the health care systems. Focus is placed on highly sought-after skills in health data manipulation, 数据可视化, data mining, 机器学习和预测分析.
学生们用R语言培养编程技能, SAS, SQL, and Python; as well as gain experience working with advanced computing tools such as Hadoop and MapReduce. This program capitalizes on the existing teaching and research strengths of our current faculty, 他们中的大多数人都有企业界的经验, 除了学术界.
*Please note, only one letter of recommendation is required with your application.*
博彩网址大全要求
应用程序需求
开始申请这个项目 gradapply.hljrhmy.com/apply.
- 申请表格及费用
- 最近学位的成绩单
- 专业的声明
- 履历或简历
- 一封推荐信
国际学生要求
All admission policies and requirements for domestic students apply to international students. International students must also meet the following additional requirements:
- Demonstrate 英语语言能力
- Financial documents are required to complete an application for admission and be reviewed for admission and merit scholarships.
- 经济支持证明必须包括:
- A letter of financial support from the person(s) or sponsoring agency funding the student's time at Saint Louis University
- A letter from the sponsor's bank verifying that the funds are available and will be so for the duration of the student's study at the University
- 学习成绩, 英文翻译, of students who have undertaken postsecondary studies outside the United States must include:
- 参加的课程和/或讲座
- 实际实验室工作
- 可达到的最高和最低分数
- 所有期末考试的成绩或结果
- 获得的荣誉或学位.
接受WES和ECE成绩单.
申请的最后期限
该计划的申请是滚动考虑的基础上. Students apply to start the program during either the fall or spring semester.
Tuition
| Tuition | 每学分成本 |
|---|---|
| 研究生学费 | $1,310 |
可能会收取额外费用. 其他资源如下:
奖学金和经济援助
For priority consideration for graduate assistantship, apply by Feb. 1.
For more information, visit the student financial services office online at http://vrahfh.hljrhmy.com/financial-aid/index.php.
- Graduates will be able to identify and define an analytic/operational question.
- 毕业生将能够应用适当的统计方法.
- Graduates will be able to apply appropriate data management strategies.
- Graduates will be able to critically evaluate methodological designs.
- Graduates will be able to understand the organization and financing of health care and resulting data sets.
- Graduates will be able to effectively communicate the results of analyses.
| Code | Title | Credits |
|---|---|---|
| 应用统计学课程 | ||
| HDS 5310 | 分析与统计程序设计 | 3 |
| HDS 5320 | 推理建模 | 3 |
| HDS 5330 | 预测建模和机器学习 | 3 |
| 实用计算机课程 | ||
| HDS 5210 | 健康数据科学家编程 | 3 |
| ORES 5160 | 数据管理 | 3 |
| HDS 5230 | 高性能计算 | 3 |
| 健康科学应用课程 | ||
| HDS 5130 | 医疗保健组织、管理和政策 | 3 |
| ORES 5300 | 成果研究基础1 | 3 |
| ORES 5210 | 医学诊断与治疗基础 | 3 |
| 顶石的经验 | ||
| HDS 5960 | 顶石的经验 | 3 |
| Total Credits | 30 | |
延续标准
Students must maintain a cumulative grade point average (GPA) of 3.在所有的研究生/专业课程中.
Roadmaps are recommended semester-by-semester plans of study for programs and assume full-time enrollment unless otherwise noted.
指定为关键的课程和里程碑(用 !) must be completed in the semester listed to ensure a timely graduation. 转移学分可能会改变路线图.
This roadmap should not be used in the place of regular academic advising appointments. All students are encouraged to meet with their advisor/mentor each semester. Requirements, course availability and sequencing are subject to change.
| Year One | ||
|---|---|---|
| Fall | Credits | |
| ORES 5300 | 成果研究基础1 | 3 |
| HDS 5310 | 分析与统计程序设计 | 3 |
| Credits | 6 | |
| Spring | ||
| ORES 5210 | 医学诊断与治疗基础 | 3 |
| HDS 5210 | 健康数据科学家编程 | 3 |
| Credits | 6 | |
| Summer | ||
| HDS 5320 | 推理建模 | 3 |
| Credits | 3 | |
| Year Two | ||
| Fall | ||
| ORES 5160 | 数据管理 | 3 |
| HDS 5330 | 预测建模和机器学习 | 3 |
| Credits | 6 | |
| Spring | ||
| HDS 5230 | 高性能计算 | 3 |
| HMP 5000 | 医疗保健组织 | 3 |
| Credits | 6 | |
| Summer | ||
| HDS 5960 | 顶石的经验 | 3 |
| Credits | 3 | |
| Total Credits | 30 | |