Deep Learning in Modern C++ : End-to-end development and implementation of deep learning algorithms
Book Details
Format
Paperback / Softback
ISBN-10
9365893518
ISBN-13
9789365893519
Publisher
BPB Publications
Imprint
BPB Publications
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Apr 23rd, 2025
Print length
462 Pages
Product Classification:
Computing & information technologyComputing and Information Technology
Ksh 6,300.00
Publisher Out of Stock
0 in stock
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Secure
Quality
Fast
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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