It's one thing to amass vast troves of data. It's another entirely to know what to do with it. 数据科学家帮助组织收集数据, 组织, interpret and analyze the information they gather. 随着他们使用的工具变得越来越强大, data scientists produce detailed insights impossible just a few years ago. 和, 这就是为什么几乎每个行业, 从医疗保健到供应链管理, 正在寻找数据科学家.
With a 应用数据科学理学硕士 from esball国际平台客户端, 你可以把大数据变成智能数据.
Why Earn a Master's in Applied Data Science at Clarkson?
For more than a decade, Clarkson's Business Analytics program has been a leader in the field. 这一经历表明—— 《esball国际app》杂志 named Clarkson's program among the best in the world in 2022.
We stay ahead of the field by constantly monitoring the industry and adjusting our curriculum to reflect the latest trends in analysis and visualization. That ensures you can put your skills to work the day you graduate.
You'll learn both from industry experts who teach your classes, as well as through an intensive capstone project that often involves fieldwork.
The degree is ideal whether you want to break into the field or sharpen the skills you have. 如果你已经有了一份工作, you can keep working: our applied data science program is offered both in person and online, where courses are held in real time or at your convenience. 和, because both online and on-campus courses are taught by the same faculty, you'll get the same personal attention no matter where you are.
你会学到什么
You'll get an extensive background in statistics, computational methods and programming in this 36-credit-hour program. 到你毕业的时候, your 太lbox will allow you to pick the best approach to solve the problems you face.
The 36-credit-hour MS in Applied Data Science degree program consists of six three-credit core graduate courses, four three-credit graduate elective courses and one six-credit-hour capstone course based on a sponsored project or internship.
Full-time, residential students generally complete the program in three semesters. Students can complete the program at the Potsdam campus or 100-percent online. Additionally, online students can build part-time or full-time schedules that work for them. Part-time students generally finish the program in about two years.
先决条件
Free introductory courses are offered online for accepted candidates from undergraduate backgrounds not covering calculus, 编程和统计
必修课程(六门):
Database Modeling, Design and Implementation
概率与统计分析
数据仓库
信息可视化
数据挖掘
机器学习
选修课程(四门):
Elective courses are offered in a variety of areas, including but not limited to the following:
为洞察建模
大数据处理与云服务
Introduction to Big Data Architecture and Applications
战略项目管理
营销研究方法
计量经济学
实验设计
模式识别
面向工程师的随机过程
人工智能
人机交互
数字信号处理
计算/机器学习
顶石
The 顶石 Project is a course centered on sponsored data science projects with interdisciplinary teams. 顶石项目, depending on project parameters could consist of a 2-unit seminar with a 4-unit project and/or be a mentored capstone of 6 total units. Depending on the nature of the capstone and its sponsorship, projects could be on-site fieldwork intensive.
Course summaries can be found in the course catalog.
You'll work with real clients, on real problems, in your classes. 到你毕业的时候, you'll be able to tell employers about problems you've solved — and how you can help them, 太.
A completed application consists of the following:
GRE test scores (Applications will be read without GRE scores, but applicants are encouraged to send scores that they believe will enhance their application.)
For international applicants, an English proficiency test is required.
Minimum test score requirements: TOEFL (80) and TOEFL Essentials (8.5)、雅思(6).5), PTE (56) or Duolingo English Test (115).
The English language-testing requirement is not waived based on language of instruction, 我们也不接受大学证书. English testing is waived if an applicant has a degree from a country where English is the Native Language. 点击这里 看看这些国家的名单.
职业的可能性
If it seems like you're seeing a lot of job postings for data scientists and business intelligence analysts, 你是对的. 根据 U.S. 劳工统计局, the field is booming – the number of data science jobs is expected to grow 36 percent by 2031, 2022年, the median pay for the field was more than $100K a year.
A master's in data science qualifies you for jobs like:
商业智能分析师
临床分析
数据分析师
数据库管理员
数据工程师
机器学习工程师
最近的雇主
Graduates of the MS in Applied Data Science program work at companies including:
"When people ask me, 'What kind of industry or career could I get into as a data analyst?' I always tell them, 'Only those that collect and use data,' which, in this case, it’s everybody."
