This comprehensive, hands-on guide to deep learning with Python covers fundamental concepts and advanced techniques to apply deep neural network models in real-world scenarios.

Deep Learning Crash Course starts from the basics to explore the most modern techniques and applications that are of great interest right now, and whose popularity will only grow in the future. It covers advanced topics such as generative models (the technology behind deep fakes), self-supervised learning, attention mechanisms (the technology behind ChatGPT), diffusion models (the technology behind text2image models such as DALL-E), graph neural networks (the technology behind AlphaFold), and deep reinforcement learning (the technology behind AlphaGo). These cutting-edge concepts and techniques address the current demands and trends in deep learning, giving you practical skills to tackle complex real-world problems.

Acerca del autor

Benjamin Midtvedt is a doctoral researcher that combines a solid grounding in physics with a keen interest in the potential of deep learning in life sciences. His background includes a Bachelor’s in Physics and a Master’s degree in Engineering Mathematics and Computer Science. Benjamin has made significant strides in the field of microscopy through deep learning. The unifying focus of his research has been the development of accessible and practical AI optimized to the needs of the user. He is also been the lead developer of several Python-based open-source deep learning frameworks.

Jes�s Pineda is a doctoral researcher in physics interested in the intersection between deep learning and computer vision. Jes�s holds a Bachelor's degree in Mechatronics and a Master's in Electrical and Electronic engineering. He co-authored several articles in high-impact journals, focusing on the application of deep learning to unveil meaningful insights derived from microscopy data. Jes�s is also a core developer of the deep learning software packages DeepTrack and Deeplay.

Henrik Klein Moberg is a Ph.D. candidate at Chalmers University of Technology, specializing in the integration of Artificial Intelligence with physical sciences. His academic background includes a Bachelor's degree in Physics and a Master’s degree in Complex Adaptive Systems. His research focuses on applying deep learning techniques to nanofluidic microscopy and nanophotonics, aiming to enhance the precision and efficiency of these technologies. He has also organized and spoken at numerous conferences related to AI and scientific data analysis.

Harshith Bachimanchi is a PhD student whose research combines holographic microscopy and deep learning to better understand marine microorganisms. His academic journey began with an integrated Bachelor's-Master's program in physics, focusing initially on experimental nonlinear optics. Since beginning his PhD in 2020, Harshith has applied his skills in experimental optics alongside deep learning techniques to track both biological and synthetic particles, enhancing our understanding of these complex systems. He has also developed simulations and tutorials demonstrating the practical applications of deep learning in microscopy. Moving forward, Harshith aims to continue blending experimental and computational approaches to solve complex challenges in biophysics.

Joana B. Pereira is an Associate Professor at Karolinska Institute in Sweden, where she focuses on investigating new biomarkers for neurodegenerative disorders, in particular Alzheimer’s disease. She has published over 90 articles in highly ranked journals including "Nature Aging" and "Nature Communications”, which have been featured several times by the press. Since 2020 she has been organizing an interdisciplinary conference called “Emerging Topics in Artificial Intelligence” held annually in San Diego, CA. She is also the scientific coordinator at Karolinska Institute of an innovative, trans-European Network of Excellence for brain research and technologies called NeurotechEU. In 2021, she won the De Leon prize for best neuroimaging article in Alzheimer’s disease.

Carlo Manzo is an Associate Professor at the University of Vic, Spain, where he leads the Quantitative Bioimaging Lab. His research is dedicated to the quantitative analysis of biophysical processes, merging advanced deep-learning techniques with state-of-the-art imaging technologies to achieve single-molecule sensitivity. His work primarily investigates the spatiotemporal organization and dynamics of cellular membrane components, focusing on their implications in health and disease. He has contributed to over 50 peer-reviewed articles and reviews in top-tier journals, such as “Nature Methods” and “Nature Machine Intelligence”. He is also a developer of several software packages and the founder of the Anomalous Diffusion (AnDi) challenge, an initiative that galvanizes the scientific community to refine methods for analyzing single-molecule trajectories. His contributions to the field of biophysics were recognized in 2017 when he was awarded the “E. P�rez Pay�” prize by the Sociedad de Biof�sica de Espa�a.

Giovanni Volpe is a Professor at the Physics Department of the University of Gothenburg in Sweden. His research interests include deep learning, brain connectivity, statistical mechanics, and soft matter. He has authored more than 200 articles and reviews on these topics. Moreover, he has co-authored two books, “Optical Tweezers: Principles and Applications” (Cambridge University Press, 2015) and “Simulation of Complex Systems” (IOP, 2021), and is currently co-editing the book “Active Matter”, which will appear in early 2024 (Springer Verlag). He has also developed several software packages for microscopy, deep learning, and brain connectivity.

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

Descripci�n de la librer�a

ThriftBooks is a fully independent seller of used books, having sold more than 160 million used and new books since we started in 2003. Each quality used book is sorted, graded, shelved and shipped by hand by our team of dedicated employees in our seven warehouses across the US. We have the best selection of books, in the right condition and format, at everyday low prices. We also have a dedicated, US-based Customer Service team, ranked in the top three by Newsweek for Best Customer Service in 2018 and 2019, so you can shop with confidence. We support and invest in our employees, appreciate and value our customers, and truly believe in the power of the written word to educate, energize, and engage readers of all ages and interests.

Ver la p�gina web de la librer�a

Informaci�n empresarial del vendedor

Thrift Books Global, LLC
18300 Cascade Ave S, Ste 150, Seattle, WA, 98188, U.S.A.

Condiciones de venta y env�o

Condiciones de venta

We guarantee the condition of every book as it's described
on the Abebooks website. If you're dissatisfied with your
purchase (Incorrect Book/Not as Described/Damaged) or if the
order hasn't arrived, you're eligible for a refund within 30
days of the estimated delivery date. If you've changed your
mind about a book that you've ordered, please use the "Ask
bookseller a question link to contact us" and we'll respond
as soon as possible.

Derecho a cancelaci�n

Si eres un consumidor puedes cancelar el presente contrato de acuerdo con lo indicado a continuaci�n. Son consumidores las personas f�sicas que act�en con un prop�sito ajeno a su actividad comercial, empresarial, oficio o profesi�n.

Documento de informaci�n al consumidor y usuario sobre el desistimiento

Derecho de desistimiento:

Tienes derecho a desistir del presente contrato en un plazo de 14 d�as naturales sin necesidad de justificaci�n.

El plazo de desistimiento expirar� a los 14 d�as naturales del d�a en que t� o un tercero que hayas indicado, distinto del transportista, adquiera la posesi�n material del �ltimo bien, componente o pieza.

Para ejercer el derecho de desistimiento, deber�s notificarnos a Motor City Books, Motor City Books, 20509 Sibley Road, 48193, Brownstown, Michigan, U.S.A., +1 253-275-2251, de tu decisi�n de desistir del contrato a trav�s de una declaraci�n inequ�voca (por ejemplo, una carta enviada por correo postal, fax o correo electr�nico). Podr�s utilizar el modelo de formulario de desistimiento que figura a continuaci�n, aunque su uso no es obligatorio. Tienes asimismo la opci�n de cumplimentar y enviar electr�nicamente el modelo de formulario de desistimiento o cualquier otra declaraci�n inequ�voca a trav�s de nuestro sitio web a "Mis pedidos" en "Mi cuenta". Si recurres a esta opci�n, te comunicaremos sin demora en un soporte duradero (por ejemplo, por correo electr�nico) la recepci�n de dicho desistimiento.

Para cumplir el plazo de desistimiento, basta con que la comunicaci�n relativa al ejercicio por tu parte de este derecho sea enviada antes de que venza el plazo correspondiente.

Consecuencias del desistimiento:

En caso de desistimiento por tu parte, te devolveremos todos los pagos recibidos de ti, incluidos los gastos de entrega (con la excepci�n de los gastos adicionales resultantes de la elecci�n por tu parte de una modalidad de entrega diferente a la modalidad menos costosa de entrega ordinaria que ofrezcamos) sin ninguna demora indebida y, en todo caso, a m�s tardar 14 d�as naturales a partir de la fecha en la que se nos informes de tu decisi�n de desistir del presente contrato. Procederemos a efectuar dicho reembolso utilizando el mismo medio de pago empleado por ti para la transacci�n inicial, a no ser que hayas dispuesto expresamente lo contrario; en todo caso, no incurrir�s en ning�n gasto como consecuencia del reembolso.

Podremos retenerte el reembolso hasta haber recibido los bienes, o hasta que hayas presentado una prueba de la devoluci�n de los mismos, seg�n qu� condici�n se cumpla primero. Deber�s devolvernos o entregarnos directamente los bienes a Motor City Books, Motor City Books ATTN: Returns, 2337 Centerline Industrial Dr, 63146, St. Louis, Missouri, U.S.A., +1 253-275-2251, sin ninguna demora indebida y, en cualquier caso, a m�s tardar en el plazo de 14 d�as naturales a partir de la fecha en que nos comuniques tu decisi�n de desistimiento del contrato. Se considerar� cumplido el plazo si efect�as la devoluci�n de los bienes antes de que haya concluido dicho plazo. Deber�s asumir el coste directo de devoluci�n de los bienes. Solo ser�s responsable de la disminuci�n de valor de los bienes resultante de una manipulaci�n distinta a la necesaria para establecer la naturaleza, las caracter�sticas y el funcionamiento de los bienes.

Excepciones al derecho de desistimiento:

La entrega de peri�dicos, publicaciones especializadas o revistas con la excepci�n de contratos de suscripci�n; y
La entrega de contenido digital (incluyendo apps, software digital e-books, MP3, etc.) que no hubiera sido entregado en un medio tangible (por ejemplo: CD o DVD), si al realizar tu pedido has aceptado que podemos proceder al env�o del producto y que no resulta posible su cancelaci�n una vez comienza la entrega.

Modelo de formulario de desistimiento

(S�lo debe cumplimentar y enviar el presente formulario si desea desistir del contrato)

A la atenci�n de: (Motor City Books, Motor City Books, 20509 Sibley Road, 48193, Brownstown, Michigan, U.S.A., +1 253-275-2251)

Por la presente le comunico/comunicamos* que desisto de mi/desistimos de nuestro* contrato de venta del siguiente bien/prestaci�n del siguiente servicio*

Pedido el/recibido el*:

Nombre del consumidor y usuario o de los consumidores y usuarios:

Domicilio del consumidor y usuario o de los consumidores y usuarios:

Firma del consumidor y usuario o de los consumidores y usuarios (solo si el presente formulario se presenta en papel):

Fecha:

* Eliminar en su caso

Condiciones de env�o

All domestic Standard and Expedited shipments are distributed from our warehouses by OSM, then handed off to the USPS for final delivery.

2-Day Shipping is delivered by FedEx, which does not deliver to PO boxes.

International shipments are tendered to the local postal service in the destination country for final delivery – we do not use courier services for international deliveries.

Tarifas de env�o en Estados Unidos de America

Tarifas de env�o en Estados Unidos de America
Cantidad del pedido	De 4 a 8 d�as h�biles	De 4 a 8 d�as h�biles
Primer art�culo	EUR 0.00	EUR 0.00

Los plazos de entrega los establecen los vendedores y var�an seg�n el transportista y la ubicaci�n. Los pedidos que pasan por la aduana pueden sufrir retrasos y los compradores son responsables de los aranceles o tarifas asociadas. Los vendedores pueden ponerse en contacto con usted en relaci�n con cargos adicionales para cubrir cualquier aumento en los costes de env�o de los art�culos.