1. Singapore University of Technology and Design
  2. Program
  3. Phd
  4. PhD Machine Learning

PhD Machine Learning

5 Years On Campus Phd Program

Singapore University of Technology and Design

Program Overview

This graduate level machine learning course develops a foundation for research on intelligent data processing. The topics that we plan to cover in this course include the following: classification, regression, clustering, sequence modeling, recommender problems, generative and discriminative models, model selection and generalization issues, transfer learning, scalability issues, knowledge representations, and various applications.

Program Key Stats

S$ 30150 (Annual cost)



Eligibility Criteria


Additional Information & Requirements

At least a Bachelor s degree or above with excellent academic standing, Transcripts and certificates for any academic degrees earned or currently in progress, Test of English as a Foreign Language (TOEFL) or International English Language Testing System (IELTS) score report, Graduate Record Examinations (GRE) score report (highly recommended), Letters of recommendation from at least 3 references, A photocopy of a government issued identity card with a photograph, A Statement of Objectives

Career Options

  • Machine Learning Scientist
  • Data Scientist
  • Machine Learning Engineer

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