TY  - BOOK
AU  - Wichert , Andreas 
AU  - Sa-Couto,  Luis 
TI  - Machine Learning: : Journey to Deep Learning
SN  - 9798886130706
PY  - 2024///
CY  - London
PB  - World Scientific
KW  - Machine learning
KW  - Probability
KW  - Deep learning
KW  - Linear Algebra
KW  - Perceptron
N1  - Includes bibliography and index
N2  - This unique compendium discusses some core ideas for the development and implementation of machine learning from three different perspectives — the statistical perspective, the artificial neural network perspective and the deep learning methodology.The useful reference text represents a solid foundation in machine learning and should prepare readers to apply and understand machine learning algorithms as well as to invent new machine learning methods. It tells a story outgoing from a perceptron to deep learning highlighted with concrete examples, including exercises and answers for the students
ER  -