Machine learning : a journey to deep learning with exercises and answers /
Andreas Wichert and Luis Sa-couto
- London World Scientific 2024
- 624p.
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.Related Link(s)