Established by: Faculty Board of Science and Technology, 2025-02-20
Required Knowledge
90 credits including quantum mechanics, electrodynamics, thermodynamics, solid state physics, introductory programming methodology and introductory numerical methods. Proficiency in English and Swedish equivalent to the level required for basic eligibility for higher studies. Requirements for Swedish only apply if the course is held in Swedish.
Literature
Valid from:
2025 week 36
Murphy Kevin P. Probabilistic machine learning : an introduction Cambridge, Massachusetts : The MIT Press : [2022] : xxix, 826 pages : ISBN: 9780262046824 Search the University Library catalogue
Géron Aurélien Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow : concepts, tools, and techniques to build intelligent systems Third edition : Sebastopol : O'Reilly Media : 2022 : 834 sidor : ISBN: 9781098125974 Search the University Library catalogue