000			01471nam a22002417a 4500
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008			260224b |||||||| |||| 00| 0 eng d
020			_a9789370606975
040			_cAIMIT LIBRARY
082			_21 _a006.312 _bUDAA
100			_aUdayakumar, Anisha. _9256565
245			_aAdvanced deep learning : _bguide to optimizing and deploying AI models / _cBy Anisha Udayakumar, Shriram K Vasudevan and Pulari, Sini Raj.
250			_a1st ed.
260			_aNew Delhi : _bWiley , _c2025.
300			_axi,282p. ; _bPB _c24.4 cm
500			_aAdvanced 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™.
650			_aPractical applications of deep learning _9256566
650			_aChallenges in deploying deep learning models _9256567
650			_aDeploying AI across devices _9256568
700			_aVasudevan, Shriram K. _9256569
700			_aPulari, Sini Raj. _9256570
942			_2ddc _cBK _e1st _k006.312 UDAA
999			_c240953 _d240953