TY  - BOOK
AU  - Udayakumar, Anisha.
AU  - Vasudevan, Shriram K.
AU  - Pulari, Sini Raj.
TI  - Advanced deep learning : : guide to optimizing and deploying AI models 
SN  - 9789370606975
U1  - 006.312 1
PY  - 2025///
CY  - New Delhi
PB  - Wiley
KW  - Practical applications of deep learning
KW  - Challenges in deploying deep learning models
KW  - Deploying AI across devices
N1  - 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™
ER  -