Master of Science In Data Science

Data Science is one of the hottest new fields in technology, 推动谷歌(Google)和Facebook等科技领军企业的创新, as well as in established markets such as security, healthcare, and energy. Data scientist is one of the hottest new jobs of the last decade, with high demand, high salaries, and high marks for job satisfaction.

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Learn to Extract Insights from Data

数据科学是一个结合了机器学习方法的新兴领域, artificial intelligence, 以及用全新的技术来处理大量复杂和快速变化的数据的统计学. 数据科学家的工作是应用这些方法来收集信息，并实现由于数据的大量和复杂性而使人类专家无法实现的目标.

In the University of New Haven’s M.S. in data science program, 您将熟练掌握领先数据科学家所需的关键技能, including deep learning and statistical analysis, 以及处理非结构化数据和自然语言处理(NLP)所需的数据技能。.

Possible roles and applications include:

  • Energy: 在城市电网上建立一个最佳的电力分配系统, 通过快速变化的天气条件最大限度地利用风能和太阳能资源.
  • Commerce: 在每天完成的5000亿在线交易中发现并适应欺诈交易模式.
  • Healthcare:开发监测可穿戴设备采集数据的系统，以便在早期阶段识别潜在的警告信号.
  • Law Enforcement:通过扫描每天上传到YouTube上的数千小时视频，识别即将到来的恐怖活动的潜在警告.
Job Prospects

“数据科学家”一次又一次被评为国家最高职位是有原因的. The demand for skilled data scientists is high, salaries are well above average, and job satisfaction tops the charts. 现在是提升你的技术技能和能力的最佳时机, strengthen your leadership and communication skills, and emerge as a high-performing data scientist.

The chart below shows the top five jobs in America, according to Glassdoor以及排名前50位的其他与数据科学、分析和大数据相关的工作

2021 Rank Job Title Job Satisfaction Median Base Salary Job Openings
1 Java Developer 4.2 $90,830 10,103
2 Data Scientist 4.1 $113,736 5,971
3 Product Manager 3.9 $121,107 14,515
4 Enterprise Architect 4.0 $131,361 10,069
5 DevOps Engineer 4.0 $110,003 6,904
6 Information Security Engineer 4.0 $110,000 5,621
9 Software Engineer 3.8 $110,245 40,564
13 Strategy Manager 4.2 $123,207 2,647
35 Data Analyst 3.9 $70,000 7,748

Learn from professors who are dedicated to your success.

我们的教师是各自领域的领导者和创新者，带来了深厚的专业经验 and academic rigor to the classroom.

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Charger Advantage

深入了解网赌上分平台的与众不同之处，以及你作为学生的经历将如何为你的成功做好准备.

Nationally Recognized Center for Career Development

所有网赌上分平台的学生都可以使用学校的许多资源 Career Development Center, which has been named one of the best in the nation by The Princeton Review.

From career assessments, networking, and job shadowing to on-campus interviews and salary negotiation, 职业发展中心提供技能和人脉，帮助你找到有意义的职业，并为你提供追求激情的机会.

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Envision Your Future

下面的信息旨在展示你可以从事的许多职业. The research is provided by Encoura, 领先的研究和咨询公司专注于高等教育. 它包括全国工资中位数和未来十年的行业增长预测. Click here to view the full report.

$110K

Software Developers

21% Growth 2021-2030

$98K

Data Scientists

25% Growth 2021-2030

$92K

Statisticians

26% Growth 2021-2030

Selected Courses and Programs

  • 介绍机器学习的理论、设计和实现. Includes mathematical fundamentals, methods for classification, regression, unsupervised learning, and core concepts from statistical learning theory. 课程将强调并使用Python工具和机器学习应用于实际数据集.

  • 介绍智能计算机系统设计的基本思想和技术. 特别强调的是统计和决策理论建模范式.

  • 本课程涵盖人工神经网络和现代网络架构，概述深度学习的成就和开放问题. 重点放在使用现代框架和真实数据的动手编程上. 主题包括卷积、循环和无监督学习网络.

  • 对涉及处理非结构化数据的基本数据科学技能的探索, 包括将其转换为可分析的结构化数据类型, processed, and used for machine learning and information retrieval algorithms. 材料侧重于文本挖掘中使用的自然语言处理和分类技术.  

  • “大数据”基础设施和架构的高级主题，重点关注计算资源和编程环境，以支持高效可扩展的大容量分布式机器学习算法的开发.  

  • 网赌上分平台提供各种各样的深度课程，为我们的学生创造一个转型的教育体验. To view the complete list of courses you'll take while pursuing a M.S. in Data Science, check out the Academic Catalog:

    Data Science, M.S.

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