Deep Learning : Foundations and Concepts

Deep Learning : Foundations and Concepts

Bishop, Christopher M. / Escritor Bishop, Hugh / Escritor

99,48 €
94,51 €
IVA incluido
Año de edición:
Indostanico (Indi-Urdu)
Tapa dura
99,48 €
94,51 €
IVA incluido
Añadir a favoritos

This book offers a comprehensive introduction to the central ideas that underpin deep learning. It is intended both for newcomers to machine learning and for those already experienced in the field. Covering key concepts relating to contemporary architectures and techniques, this essential book equips readers with a robust foundation for potential future specialization.

The field of deep learning is undergoing rapid evolution, and therefore this book focusses on ideas that are likely to endure the test of time. The book is organized into numerous bite-sized chapters, each exploring a distinct topic, and the narrative follows a linear progression, with each chapter building upon content from its predecessors. This structure is well-suited to teaching a two-semester undergraduate or postgraduate machine learning course, while remaining equally relevant to those engaged in active research or in self-study.

A full understanding of machine learning requires some mathematical background and so the book includes a self-contained introduction to probability theory. However, the focus of the book is on conveying a clear understanding of ideas, with emphasis on the real-world practical value of techniques rather than on abstract theory. Complex concepts are therefore presented from multiple complementary perspectives including textual descriptions, diagrams, mathematical formulae, and pseudo-code.

Chris Bishop is a Technical Fellow at Microsoft and is the Director of Microsoft Research AI4Science. He is a Fellow of Darwin College Cambridge, a Fellow of the Royal Academy of Engineering, and a Fellow of the Royal Society. Hugh Bishop is an Applied Scientist at Wayve, a deep learning autonomous driving company in London, where he designs and trains deep neural networks. He completed his MPhil in Machine Learning and Machine Intelligence at Cambridge University.

“Chris Bishop wrote a terrific textbook on neural networks in 1995 and has a deep knowledge of the field and its core ideas. His many years of experience in explaining neural networks have made him extremely skillful at presenting complicated ideas in the simplest possible way and it is a delight to see these skills applied to the revolutionary new developments in the field.” -- Geoffrey Hinton"With the recent explosion of deep learning and AI as a research topic, and the quickly growing importance of AI applications, a modern textbook on the topic was badly needed. The "New Bishop" masterfully fills the gap, covering algorithms for supervised and unsupervised learning, modern deep learning architecture families, as well as how to apply all of this to various application areas." – Yann LeCun“This excellent and very educational book will bring the reader up to date with the main concepts and advances in deep learning with a solid anchoring in probability.

Theseconcepts are powering current industrial AI systems and are likely to form the basis of further advances towards artificial general intelligence.” -- Yoshua Bengio

Artículos relacionados

  • Web3. Creando la próxima frontera económica y cultural de Internet
    Tapscott, Alex / Escritor
    En las tres últimas décadas hemos pasado de la "web de solo lectura" a la "web de lectura escritura", que ha convertido a los usuarios de Internet en creadores de contenido y ofrece infinitas oportunidades para la colaboración. Si bien esta nueva web revolucionó los medios de comunicación, el comercio y otras industrias, la proliferación de ciberataques, ataques de datos y la r...
    En stock

    29,95 €28,45 €

  • YouTube. La fórmula mágica
    Derral, Eva / Escritor
    A medida que YouTube se expande a pasos agigantados, la competencia entre creadores poralcanzar más popularidad y cifras altísimas de suscriptores es cada día mayor. Una viejacámara de iPhone y una estrategia de crecimiento no son suficientes para hacer crecer tucanal y mejorar tus ingresos. En 'YouTube. La fórmula mágica', el experto creador y coach deYouTube Derral Eves te mu...
    En stock

    25,95 €24,65 €

  • Ciberseguridad paso a paso
    ¿Sabías que el 60 % de las empresas que son atacadas cierra su negocio a los 6 meses? Enla nueva era digital, es vital elaborar una adecuada estrategia de ciberseguridad que nospermita protegernos de las amenazas de ciberseguridad y de los nuevos actores de amenazasdel ciberespacio. El cibercrimen tiene un coste de trillones de euros superando al PIB demuchos países. ¿Soy un ob...
    En stock

    36,50 €34,68 €

  • Automating Data Quality Monitoring at Scale
    Stanley, Jeremy / Escritor Schwartz, Paige / Escritor
    The world's businesses ingest a combined 2.5 quintillion bytes of data every day. But how much of this vast amount of data--used to build products, power AI systems, and drive business decisions--is poor quality or just plain bad? This practical book shows you how to ensure that the data your organization relies on contains only high-quality records. Most data engineers, data a...
    Consulte disponibilidad

    99,89 €94,90 €

  • Practical Guide to Applied Conformal Prediction in Python
    Manokhin, Valery / Escritor
    n the rapidly evolving landscape of machine learning, the ability to accurately quantify uncertainty is pivotal. The book addresses this need by offering an in-depth exploration of Conformal Prediction, a cutting-edge framework to manage uncertainty in various ML applications.Learn how Conformal Prediction excels in calibrating classification models, produces well-calibrated pr...
    Consulte disponibilidad

    83,19 €79,03 €

  • Designing and Prototyping Interfaces with Figma
    Staiano, Fabio / Escritor
    Are you a UI/UX designer eager to learn the art of creating compelling interfaces using Figma? Look no further! The highly anticipated new edition is here to transform your creative journey.Explore Figma's latest features and delve into the power of Variables and Conditional Prototyping. Get ready to transform your static designs into dynamic, interactive prototypes, offering u...
    Consulte disponibilidad

    109,19 €103,73 €