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