Bibliografia

Principal

  • Learning from Data: Abu-Mostafa, Magdon-Ismail, and Lin 2012 AMLBook
  • Foundations of Data Science: Hopcroft and Kannan 20320 Cambridge University Press
  • Mining of Massive Datasets. : Jure Leskovec, Anand Rajaraman, Jeffrey David Ullman 2014 Cambridge University Press
  • Pattern Recognition and Machine Learning: Christopher Bishop 2006 Springer-Verlag New York
  • Machine Learning: A Probabilistic Perspective: Kevin Murphy 2012 MIT Press.
  • The Elements of Statistical Learning: Data Mining, Inference, and Prediction. : Trevor Hastie, Robert Tibshirani, Jerome Friedman 2013 Springer
  • Python machine learning: Raschka 2015 Packt Publishing Ltd

Secundária

  • **For updated references, see the section on Supplementary material > Bibliography**: A 2022 https://fenix.tecnico.ulisboa.pt/disciplinas/PBDat/2021-2022/2-semestre/bibliography