Certificate in Human Factors in Data Science
Tufts University - School of Engineering
Key Information
Campus location
Medford, USA
Languages
English
Study format
On-Campus
Duration
2 semesters
Pace
Full time, Part time
Tuition fees
USD 1,730 / per credit
Application deadline
01 Jun 2024
Earliest start date
Sep 2024
Introduction
This program provides students with the knowledge and skills to engage in the design of artificial intelligence (AI) systems, based on data science (DS) and machine learning (ML) applications, providing a critical understanding of the role that humans play through the data processing pipeline.
As engineering solutions turn more and more toward automation and the use of AI, the need for practitioners who understand the critical role of human decision making in automated system design is greater than ever. This program will be of value to students interested in engineering, data science and computer science with a desire to build human-AI systems.
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Admissions
Curriculum
The program draws on courses in human factors engineering and data science. Students will be prepared to engage in AI system development, guiding the design of human data collection, feature extraction, and system implementation efforts.
Courses include:
- Human Factors of Data Science
- Data Science in Python
- Introduction to Machine Learning and Data Mining
- Big Data
A 100-level elective course chosen from the following:
- Human Factors in Product System Design
- Human Factors in Human-Machine Systems
- Analytic Methods in Human Factors
- Behavioral Statistics for Engineering