Dr. Isak Samsten

Assistant Professor

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Biography

Isak Samsten is a Senior Lecturer at Stockholm University, specializing in Data Science and Machine Learning. He holds a B.Sc. degree completed in 2010, an M.Sc. in 2012, and a Ph.D. in Computer Science awarded in 2017. His primary research area encompasses explainable and interpretable machine learning, with a particular emphasis on temporal data and time series analysis. His research aims to develop systems that provide insights into predictive models, focusing on questions such as 'Why was this prediction made?' and 'What changes are necessary for an alternate outcome?'. In addition to his research, he is actively involved in teaching various courses, including Research Topics in Data Science, Programming 2, Parallel Distributed Programming, and Data Mining. He also supervises undergraduate and master's theses, guiding students through their academic work in the field of Data Science.

Research Interests

Experience

Senior Lecturer

2017-06-01 — Present

Stockholm University • Kista, Sweden

Teaching and supervising students in Data Science and Machine Learning courses.

Courses

Research Topics in Data Science Programming 2 Parallel Distributed Programming Data Mining

Requirements for Stockholm University

Master Program
Requirements
IELTS
Listening
Required:5.5
Reading
Required:5.5
Writing
Required:5.5
Speaking
Required:5.5
Overall
Required:6.5
TOEFL
Listening
Required:18
Reading
Required:20
Writing
Required:20
Speaking
Required:20
Total
Required:90
Prerequisites
Bachelor's degree with at least 90 ECTS in Chemistry
Application Checklist
  • Certificates and diplomas of completed degree
  • Transcript of records
  • Proof of English proficiency
  • Passport or ID document
Specialization Notes

Includes Analytical Chemistry, Organic Chemistry, Biochemistry, and Sustainable Chemistry.