{"product_id":"mastering-deep-learning-sk-singh-9798199951777","title":"Mastering Deep Learning: From Fundamentals to Advanced AI Applications","description":"Mastering Deep Learning: From Fundamentals to Advanced AI Applications\u003cp\u003eUnlock the power of modern Artificial Intelligence and build the skills needed to create real-world deep learning solutions.\u003c\/p\u003e\u003cp\u003eDeep learning is the driving force behind today's most transformative technologies, including computer vision, natural language processing, speech recognition, recommendation systems, generative AI, large language models (LLMs), and intelligent assistants. Whether you're a student, software developer, data scientist, machine learning engineer, or AI enthusiast, this comprehensive guide will help you master both the theory and practical implementation of deep learning.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMastering Deep Learning: From Fundamentals to Advanced AI Applications\u003c\/b\u003e takes you on a structured journey from machine learning fundamentals to advanced neural network architectures and production deployment. Using PyTorch-the industry-leading deep learning framework-you will learn how neural networks work, how they learn from data, and how to build, train, evaluate, optimize, and deploy powerful AI models.\u003c\/p\u003e\u003cp\u003eStarting with the foundations of machine learning, neural networks, tensors, and optimization, the book gradually progresses to artificial neural networks (ANNs), model evaluation, regularization techniques, hyperparameter tuning, convolutional neural networks (CNNs), natural language processing (NLP), recurrent neural networks (RNNs), LSTMs, GRUs, transformers, attention mechanisms, large language models (LLMs), transfer learning, and production AI systems.\u003c\/p\u003e\u003cp\u003eThroughout the book, you will gain hands-on experience through practical examples, coding exercises, visualizations, and real-world projects designed to reinforce key concepts and build confidence in applying deep learning techniques to real problems.\u003c\/p\u003eWhat You Will Learn\u003cul\u003e\n\u003cli\u003eMachine Learning and Deep Learning Fundamentals\u003c\/li\u003e\n\u003cli\u003eNeural Networks and Backpropagation\u003c\/li\u003e\n\u003cli\u003ePyTorch Tensors, Autograd, and GPU Programming\u003c\/li\u003e\n\u003cli\u003eLinear Algebra and Calculus for Deep Learning\u003c\/li\u003e\n\u003cli\u003eRegression and Classification Models\u003c\/li\u003e\n\u003cli\u003eModel Evaluation, Validation, and Performance Metrics\u003c\/li\u003e\n\u003cli\u003eOverfitting, Underfitting, and Regularization Techniques\u003c\/li\u003e\n\u003cli\u003eHyperparameter Tuning and Optimization\u003c\/li\u003e\n\u003cli\u003eFeedforward Neural Networks (FFNs)\u003c\/li\u003e\n\u003cli\u003eWeight Initialization Techniques\u003c\/li\u003e\n\u003cli\u003eComputer Vision and Convolutional Neural Networks (CNNs)\u003c\/li\u003e\n\u003cli\u003eNatural Language Processing (NLP)\u003c\/li\u003e\n\u003cli\u003eWord Embeddings and Text Classification\u003c\/li\u003e\n\u003cli\u003eRecurrent Neural Networks (RNNs), LSTMs, and GRUs\u003c\/li\u003e\n\u003cli\u003eTransformers, Attention Mechanisms, BERT, and GPT\u003c\/li\u003e\n\u003cli\u003eLarge Language Models (LLMs) and Generative AI\u003c\/li\u003e\n\u003cli\u003ePrompt Engineering and Retrieval-Augmented Generation (RAG)\u003c\/li\u003e\n\u003cli\u003eTransfer Learning and Fine-Tuning Pretrained Models\u003c\/li\u003e\n\u003cli\u003eProduction Deployment of Deep Learning Applications\u003c\/li\u003e\n\u003cli\u003eBuilding and Deploying AI-Powered Solutions with PyTorch\u003c\/li\u003e\n\u003c\/ul\u003eWho This Book Is For\u003cp\u003eThis book is ideal for: \u003c\/p\u003e\u003cp\u003e- Students learning Artificial Intelligence and Machine Learning\u003c\/p\u003e\u003cp\u003e- Software Developers transitioning into AI and Deep Learning\u003c\/p\u003e\u003cp\u003e- Data Scientists and Machine Learning Engineers\u003c\/p\u003e\u003cp\u003e- Researchers and Technical Professionals\u003c\/p\u003e\u003cp\u003e- Anyone interested in Generative AI, LLMs, and modern AI applications\u003c\/p\u003e\u003cp\u003eNo prior deep learning experience is required. Concepts are introduced progressively, making the book suitable for beginners while providing sufficient depth for intermediate and advanced learners.\u003c\/p\u003e\u003cp\u003eBy the end of this book, you will have the knowledge and practical skills to design, train, evaluate, and deploy modern deep learning models while gaining a solid understanding of the technologies powering today's AI revolution.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Sk Singh\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798199951777\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/04\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 574\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.89lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 1.16d","brand":"Sk Singh","offers":[{"title":"Paperback","offer_id":49001948938495,"sku":"9798199951777","price":34.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/mastering-deep-learning-sk-singh-9798199951777","provider":"WR Book House","version":"1.0","type":"link"}