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Advanced deep learning : guide to optimizing and deploying AI models / By Anisha Udayakumar, Shriram K Vasudevan and Pulari, Sini Raj.

By: Contributor(s): Material type: TextTextPublication details: New Delhi : Wiley , 2025.Edition: 1st edDescription: xi,282p. ; PB 24.4 cmISBN:
  • 9789370606975
Subject(s): DDC classification:
  • 1 006.312 UDAA
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Holdings
Item type Current library Collection Call number Status Barcode
Book Book St Aloysius Institute of Management & Information Technology Deep Learning MCA 006.312 UDAA (Browse shelf(Opens below)) Available MCA17389
Total holds: 0

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™.

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