Machine Learning : Journey to Deep Learning
Wichert , Andreas
Machine Learning : Journey to Deep Learning - London : World Scientific, 2024. - xvi, 624p. : ill. ; 23 cm.
Includes bibliography and index.
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.
9798886130706
Machine learning.
Probability.
Deep learning
Linear Algebra.
Perceptron.
Machine Learning : Journey to Deep Learning - London : World Scientific, 2024. - xvi, 624p. : ill. ; 23 cm.
Includes bibliography and index.
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.
9798886130706
Machine learning.
Probability.
Deep learning
Linear Algebra.
Perceptron.