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Deep Learning in Modern C++

Language EnglishEnglish
Book Paperback
Book Deep Learning in Modern C++ Luiz Carlos d'Oleron
Libristo code: 48664544
Publishers Bpb Publications, April 2025
This book guides you through the entire development lifecycle, starting with a solid foundation in t... Full description
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This book guides you through the entire development lifecycle, starting with a solid foundation in the modern features and essential libraries, like Eigen, for C++. You will master core deep learning concepts by implementing convolutions, fully connected layers, and activation functions, while learning to optimize models using gradient descent, backpropagation, and advanced optimizers like SGD, Momentum, RMSProp, and Adam. Crucial topics like cross-validation, regularization, and performance evaluation are covered, ensuring robust and reliable applications. Finally, you will dive into computer vision, building image classifiers and object localization systems, leveraging transfer learning for optimal performance.

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About the book

Full name Deep Learning in Modern C++
Author Luiz Carlos d'Oleron
Language English
Binding Book - Paperback
Date of issue 2025
Number of pages 464
EAN 9789365893519
ISBN 9365893518
Libristo code 48664544
Publishers Bpb Publications
Weight 789
Dimensions 191 x 235 x 24
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