Kniha Hands-On Artificial Intelligence for IoT Pandi selvi P

Hands-On Artificial Intelligence for IoT

Autor: Pandi selvi P
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Lulu.com
Dostupnosť: Skladom u dodávateľa
Odosielame za 14-21 dní
37.39
The reader starts by learning the basics of AI and IoT devices and how to read IoT data from various...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2023
Stránok
178
EAN
9781312387072
ISBN
1312387076
Enbook ID
44452288
Vydavateľ
Hmotnosť
465
Rozmery
216 x 280 x 10

Kompletný popis

The reader starts by learning the basics of AI and IoT devices and how to read IoT data from various sources and streams. Then we introduce various ways to implement AI with examples in TensorFlow, scikit learn, and Keras. The topics covered include machine learning, deep learning, genetic algorithms, reinforcement learning, and generative adversarial networks. We also show the reader how to implement AI using distributed technologies and on the cloud. Once the reader is familiar with AI techniques, then we introduce various techniques for different kinds of data generated and consumed by IoT devices, such as time series, images, audio, video, text, and speech. After explaining various AI techniques on various kinds of IoT data, finally, we share some case studies with the reader from the four major categories of IoT solutions: personal IoT, home IoT, industrial IoT, and smart city IoT.

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