Fundamentals of artificial intelligence in examples on Python
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Instrumental tools for developing artificial intelligence applications are described. The basics of the Python programming language are given. The basic concepts and definitions of artificial intelligence are disclosed. The issues of software implementation of the elements of the neural network and the construction of multilayer neural networks are considered. Much attention is paid to the use of specialized librains, Scikit-Learn, Keras, Tensorflow for the formation of the structure of neural networks and their training and Imagei libraries and OpenCV for image processing. The material is illustrated by simple and understandable examples that demonstrate the use of pre -trained neural networks for recognizing objects on images, creating your own data sets, forming a network structure, its training and practical application.
The electronic archive application available on the publishing house contains the listings of examples described in the book.
For programmers.
The necessary foundations of the Python language
Elements of artificial intelligence
Development of artificial intelligence applications
tools and useful libraries
software implementation of neural networks
Building multi -layer neural networks
Libraries Pybrain, Scikit-Learn, Keras, Tensorflow, Imagei, Opencv
Visual examples of neural networks, their training and use
The electronic archive application available on the publishing house contains the listings of examples described in the book.
For programmers.
The necessary foundations of the Python language
Elements of artificial intelligence
Development of artificial intelligence applications
tools and useful libraries
software implementation of neural networks
Building multi -layer neural networks
Libraries Pybrain, Scikit-Learn, Keras, Tensorflow, Imagei, Opencv
Visual examples of neural networks, their training and use
Author:
Author:Postit Anatoly Vladimirovich
Cover:
Cover:Soft
Category:
- Category:Computer & Technology
Series:
Series: Sumer
ISBN:
ISBN:978-5-9775-6765-7
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