Machine Learning and Data Mining (2 º Sem 2020/2021)

MDAB (Data Analytics for Business)

Bibliografia

Principal

  • Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani, An Introduction to Statistical Learning with Applications in R , 1st ed., Springer Texts in Statistics, 2013
  • Peter Flach, Machine Learning , Cambridge University Press,, 2012
  • Brett Lantz, Machine learning with R , Packt Publishing Limited, 2013
  • Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani, An Introduction to Statistical Learning with applications in R, Springer, 2013
  • Trevor Hastie, Robert Tibshirani, Jerome Friedman, The Elements of Statistical Learning, Springer, 2009
  • Ian Goodfellow, Yoshua Bengio, Aaron Courville, Deep Learning, MIT Press, 2016
  • Brett Lantz, Machine Learning with R, Packt, 2019