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Carte Neural Networks and Statistical Learning Ke-Lin Du

Neural Networks and Statistical Learning

Autor: Ke-Lin Du
Limbă: engleză
Legare: Carte broșată
Editura: Springer London Ltd
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
539.95 lei
This book provides a broad yet detailed introduction to neural networks and machine learning in a st...

Informații despre carte

Autor
Ke-Lin Du
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2020
Pagini
988
EAN
9781447174547
ISBN
1447174542
Enbook ID
33256193
Editura
Springer London Ltd
Greutate
1531
Dimensiuni
155 x 235 x 55

Descriere completă

This book provides a broad yet detailed introduction to neural networks and machine learning in a statistical framework. A single, comprehensive resource for study and further research, it explores the major popular neural network models and statistical learning approaches with examples and exercises and allows readers to gain a practical working understanding of the content. This updated new edition presents recently published results and includes six new chapters that correspond to the recent advances in computational learning theory, sparse coding, deep learning, big data and cloud computing. Each chapter features state-of-the-art descriptions and significant research findings. The topics covered include:

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