Meditation for Men: A Great Way to Relieve Stress and Clear Your Mind, Goodfellow Eric

Автор: Goodfellow Ian, Bengio Yoshua, Courville Aaron
Название: Deep Learning
ISBN: 0262035618 ISBN-13(EAN): 9780262035613
Издательство: MIT Press
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Цена: 13543.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.

"Written by three experts in the field, Deep Learning is the only comprehensive book on the subject."
-- Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX

Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.

The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.

Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

Автор: John A Goodfellow
Название: Pocket Tutor Neurological Examination
ISBN: 1907816305 ISBN-13(EAN): 9781907816307
Издательство: JayPee Brothers
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Цена: 2051.00 р.
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Описание: Titles in the Pocket Tutor series give practical guidance on subjects that medical students and foundation doctors need help with “on the go”. Their highly affordable price represents great value for those rotating through modular courses or working on attachment. Topics reflect information needs stemming from today’s integrated undergraduate & foundation courses: • Common investigations (ECG, Chest X-Ray, etc) • Clinical skills (patient examination, etc) • Important and/or complex specialties in which students receive comparatively little dedicated training (psychiatry, ophthalmology) Highly structured, bite-size content helps novices combat the fear factor associated with day to day clinical training, and provides “just enough” for a new rotation.