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Machine Learning - a Journey to Deep Learning: with Exercises and Answers Wichert, Andreas (Instituto Superior Tecnico — Universidade de Lisboa, Portugal & INESC-ID, Portugal)
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Machine Learning - a Journey to Deep Learning: with Exercises and Answers
Wichert, Andreas (Instituto Superior Tecnico — Universidade de Lisboa, Portugal & INESC-ID, Portugal)
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)
| Medios de comunicación | Libros Hardcover Book (Libro con lomo y cubierta duros) |
| Publicado | 8 de febrero de 2021 |
| ISBN13 | 9789811234057 |
| Editores | World Scientific Publishing Co Pte Ltd |
| Páginas | 642 |
| Dimensiones | 159 × 236 × 41 mm · 1,07 kg |
| Lengua | Inglés |
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