About the Book: Advanced Deep Learning is a comprehensive guide to mastering AI model optimization, neural network architectures, and real-world deployment for students, researchers, and industry professionals. Covering CNNs, RNNs, LSTMs, Transformers, computer vision, NLP, and Generative AI, the book blends foundational theory with hands-on tutorials in model compression, quantization, pruning, and knowledge distillation. With practical insights into hardware-aware AI deployment on CPUs, GPUs, NPUs, and AI PCs using frameworks like TensorFlow, PyTorch, and Intel OpenVINO™, it equips readers to build scalable, production-ready deep learning solutions.