
Learning Deep Learning
675 kr
675 kr
Ons, 4 jun - ons, 11 jun
Säker betalning
14-dagars öppet köp
Säljs och levereras av
AdlibrisProduktbeskrivning
NVIDIA's Full-Color Guide to Deep Learning: All You Need to Get Started and Get Results
-- From the foreword by Dr. Anima Anandkumar, Bren Professor, Caltech, and Director of ML Research, NVIDIA
"Ekman uses a learning technique that in our experience has proven pivotal to success—asking the reader to think about using DL techniques in practice. His straightforward approach is refreshing, and he permits the reader to dream, just a bit, about where DL may yet take us."
-- From the foreword by Dr. Craig Clawson, Director, NVIDIA Deep Learning Institute
Deep learning (DL) is a key component of today's exciting advances in machine learning and artificial intelligence. Learning Deep Learning is a complete guide to DL. Illuminating both the core concepts and the hands-on programming techniques needed to succeed, this book is ideal for developers, data scientists, analysts, and others--including those with no prior machine learning or statistics experience.
After introducing the essential building blocks of deep neural networks, such as artificial neurons and fully connected, convolutional, and recurrent layers, Magnus Ekman shows how to use them to build advanced architectures, including the Transformer. He describes how these concepts are used to build modern networks for computer vision and natural language processing (NLP), including Mask R-CNN, GPT, and BERT. And he explains how a natural language translator and a system generating natural language descriptions of images.
Throughout, Ekman provides concise, well-annotated code examples using TensorFlow with Keras. Corresponding PyTorch examples are provided online, and the book thereby covers the two dominating Python libraries for DL used in industry and academia. He concludes with an introduction to neural architecture search (NAS), exploring important ethical issues and providing resources for further learning.
- Explore and master core concepts: perceptrons, gradient-based learning, sigmoid neurons, and back propagation
- See how DL frameworks make it easier to develop more complicated and useful neural networks
- Discover how convolutional neural networks (CNNs) revolutionize image classification and analysis
- Apply recurrent neural networks (RNNs) and long short-term memory (LSTM) to text and other variable-length sequences
- Master NLP with sequence-to-sequence networks and the Transformer architecture
- Build applications for natural language translation and image captioning
NVIDIA's invention of the GPU sparked the PC gaming market. The company's pioneering work in accelerated computing--a supercharged form of computing at the intersection of computer graphics, high-performance computing, and AI--is reshaping trillion-dollar industries, such as transportation, healthcare, and manufacturing, and fueling the growth of many others.
Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
Artikel.nr.
9a48ecd5-61aa-47bd-82c0-111ad5caf929
Learning Deep Learning
675 kr
675 kr
Ons, 4 jun - ons, 11 jun
Säker betalning
14-dagars öppet köp
Säljs och levereras av
AdlibrisLiknande toppsäljare

Apple AirPods Pro (andra generationen) 2023 med MagSafe-fodral (USB-C)
2 544 kr

Apple AirPods 4 Wireless In-ear
1 538 kr
Tidigare lägsta pris:
1 569 kr

Apple AirPods 4 med aktiv brusreducering
2 099 kr
Tidigare lägsta pris:
2 105 kr

Extralink | Alcohol marker set | 80 colors, dual tips
139 kr
Tidigare lägsta pris:
286 kr

Apple Iphone 16e 128GB Svart Svart
7 440 kr
Tidigare lägsta pris:
7 890 kr

Elastiskt träningsband till fotboll - Gul/Svart
114 kr

POP MART Labubu The Monsters Big into Energy 17 cm
179 kr

Vattenfontän solcellsdriven 16 cm solcellsfontän vatten fontän utomhus Svart
149 kr
Tidigare lägsta pris:
179 kr

Labubu The Monsters Macaron Blind Box från POP MART
199 kr

Bright Beauty Vanity Namira - sminkspegel med belysning - hollywoodspegel - make up spegel - vit - dimbar med tre ljuslägen
849 kr
Tidigare lägsta pris:
899 kr
Rekommendationer för dig

Laddare till Samsung 25W - Snabbladdare USB-C - Strömadapter+Kabel 1M
99 kr
Tidigare lägsta pris:
119 kr

Playstation 5 DualSense Controller Midnight Black
639 kr
Tidigare lägsta pris:
679 kr

Öronkuddar för Bose QuietComfort - QC35/QC25/QC15/AE2 Hörlurar SVART
95 kr

Sony PlayStation DualSense - White (PS5)
639 kr
Tidigare lägsta pris:
679 kr

Oral-B Vitality Pro D103 Duo Elektriska tandborstar - Svart & Violett
497 kr

INF TYPE-C Dubbel SD/TF-kortläsare för snabb dataöverföring 0
79 kr

Laddare för iPhone 15 / iPhone 16 + 2M kabel Snabbladdare USB-C till USB-C
99 kr

12-pack Oral-B Kompatibla Tandborsthuvuden
89 kr

INF Tillbehör för Roborock S5/S6 modeller 7 delar
149 kr
Tidigare lägsta pris:
199 kr

Kompatibel iPhone snabbladdare USB-C strömadapter 20W + 2m Kabel
119 kr