or
Bibliography for:
Approved 16 Feb 2026

Data Science & Machine Learning (GIK2KM)

V3P6Y (Spring 2026, 50%, Day, Normal, Borlänge, Round 1, ORD)

Literature

  • Rogel-salazar, J. (2017). Data science and analytics with python (1st ed.). ISBN: 9781498742092
    Book / Anthology
  • Lantz, B. (2020). Grundläggande statistisk analys (Tredje upplagan). Lund: Studentlitteratur. ISBN: 9789144138947
    Other:2nd edition of the book is also ok!
    Book / Anthology
  • Rogel-Salazar, J. (2020). Advanced Data Science and Analytics with Python (1st ed.). ISBN: 9781138315068
    Book / Anthology

Reference literature

  • Vanderplas, J. T. (2017). Python data science handbook : essential tools for working with data (First edition). Sebastopol, Calif: O'Reilly Media Inc.. ISBN: 9781491912058
    Book / Anthology
  • Albon, C. (2018). Machine learning with Python cookbook : practical solutions from preprocessing to deep learning (1st ed.). O'Reilly. ISBN: 9781491989388
    Book / Anthology
  • Gaddis, T. (2019). Starting out with Python (Fourth edition). Pearson Education Limited. ISBN: 1292225750
    Book / Anthology