Książka Hands-On Artificial Intelligence for IoT Pandi selvi P

Hands-On Artificial Intelligence for IoT

Autor: Pandi selvi P
Język: Angielski
Oprawa: Miękka
Wydawca: Lulu.com
Dostępność: Dostępna u dostawcy
Wysyłamy za 14-21 dni
171.26
The reader starts by learning the basics of AI and IoT devices and how to read IoT data from various...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2023
strony
178
EAN
9781312387072
ISBN
1312387076
Enbook ID
44452288
Wydawca
Waga
465
Wymiary
216 x 280 x 10

Pełny opis

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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