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Basics of Artificial Intelligence with Python Examples. Self-study Guide

19.99 €
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Basics of Artificial Intelligence with Python Examples. Self-study Guide
19.99 €
Toolkits for the development of 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 questions of program realization of neural network elements and construction of multilayer neural networks are considered. Much attention is paid to the use of specialized libraries PyBrain, Scikit-learn, Keras, TensorFlow to form the structure of neural networks and their training, and libraries ImageAI and OpenCV for image processing. The material is illustrated with simple and clear examples demonstrating the use of pre-trained neural networks for recognizing objects in images, creating their own data sets, forming the structure of the network, its training and practical application. In the 2nd edition, the program codes and library versions have been updated, illustrations have been improved, readers' wishes have been taken into account, and errors have been corrected.The electronic archive supplement available on the publisher's website contains listings of the examples described in the book.
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