Advanced Deep Learning A Guide To Optimizing & Deploying Ai Models
Advanced Deep Learning A Guide To Optimizing & Deploying Ai Models
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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

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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
Book Specifications
ISBN-13
9789370606975
Language
English
Binding
Paper Back
Publisher
Wiley India Pvt.Ltd
Publishing Date
2025-08
Product Edition
1
Total Pages
296