Programming Neural Networks with Python - Couverture souple

Steinwendner, Joachim

 
9781493226962: Programming Neural Networks with Python
Couverture souple
ISBN 10 : 1493226967 ISBN 13 : 9781493226962
Editeur : Rheinwerk Computing, 2025

Synopsis

Neural networks are at the heart of AI - so ensure you're on the cutting edge with this guide! For true beginners, get a crash course in Python and the mathematical concepts you'll need to understand and create neural networks. Or jump right into programming your first neural network, from implementing the scikit-learn library to using the perceptron learning algorithm. Learn how to train your neural network, measure errors, make use of transfer learning, implementing the CRISP-DM model, and more. Whether you're interested in machine learning, gen AI, LLMs, deep learning, or all of the above, this is the AI book you need!

Highlights include:
1) Network creation
2) Network training
3) Supervised and unsupervised learning
4) Reinforcement learning
5) Algorithms
6) Multi-layer networks
7) Deep neural networks
8) Back propagation
9) Transformers
10) Python
11) Mathematical concepts
12) TensorFlow

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Dr. Roland Schwaiger studied Computer Science at Bowling Green State University, Ohio, USA, and Applied Computer Science and Mathematics at the University of Salzburg, Austria, where he completed his doctorate in Mathematics. After several years of working as an assistant professor at the University of Salzburg, he joined SAP AG in 1996. There, he worked as a Human Resources software developer for three years, which gave him the opportunity to develop his skills in an exciting and inspirational working environment. In 1999, Roland became a freelance trainer, editor, consultant, and developer.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Rheinwerk Computing
Date d'édition
2025
Langue
anglais
ISBN 10 
1493226967
ISBN 13 
9781493226962
Reliure
Broché
Numéro d'édition
1
Nombre de pages
480
Coordonnées du fabricant
Rheinwerk Computing
service@rheinwerk-verlag.de

Rheinwerkallee 4
Bonn
53227
Allemagne