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Product Specifications
Book Summary
About the Book: Advanced Deep Learning: A Guide to Optimizing
Advanced Deep Learning is a comprehensive guide for students, researchers, and
professionals seeking to master the optimization and deployment of AI models.
The book covers foundational concepts, advanced architectures (CNNs, RNNs,
LSTMs, Transformers), practical applications (vision, NLP, GenAI), and
real-world deployment challenges. It provides hands-on tutorials for model
optimization (compression, quantization, pruning, knowledge distillation),
hardware-aware deployment (CPUs, GPUs, NPUs, AI PCs), and industry best
practices using frameworks like TensorFlow, PyTorch, and Intel OpenVINO™.
About the Author: Anisha Udayakumar, Shriram K Vasudevan, Sini Raj Pulari
Anisha Udayakumar is a seasoned AI advocate, software engineer, and innovation
consultant with over 11
ISBN-13
9789370606975
Language
English
Binding
Paper Back
Publisher
Wiley India Pvt.Ltd
Publishing Date
2025-08
Product Edition
1
Total Pages
296
Advanced Deep Learning A Guide To Optimizing & Deploying Ai Models
About the Book: Advanced Deep Learning: A Guide to Optimizing
Advanced Deep Learning is a comprehensive guide for students, researchers, and
professionals seeking to master the optimization and deployment of AI models.
The book covers foundational concepts, advanced architectures (CNNs, RNNs,
LSTMs, Transformers), practical applications (vision, NLP, GenAI), and
real-world deployment challenges. It provides hands-on tutorials for model
optimization (compression, quantization, pruning, knowledge distillation),
hardware-aware deployment (CPUs, GPUs, NPUs, AI PCs), and industry best
practices using frameworks like TensorFlow, PyTorch, and Intel OpenVINO™.
About the Author: Anisha Udayakumar, Shriram K Vasudevan, Sini Raj Pulari
Anisha Udayakumar is a seasoned AI advocate, software engineer, and innovation
consultant with over 11