Python: Advanced Guide to Artificial Intelligence

Expert machine learning systems and intelligent agents using Python



Bookstore > Books > Python: Advanced Guide to Artificial Intelligence

Price$49.99 - $65.03
Rating
AuthorsGiuseppe Bonaccorso, Armando Fandango, Rajalingappaa Shanmugamani
PublisherPackt Publishing
Published2018
Pages764
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101789957214
ISBN-139781789957211
EBook Hardcover Paperback

This Learning Path is your complete guide to quickly getting to grips with popular machine learning algorithms. You'll be introduced to the most widely used algorithms in supervised, unsupervised, and semi-supervised machine learning, and learn how to use them in the best possible manner. Ranging from Bayesian models to the MCMC algorithm to Hidden Markov models, this Learning Path will teach you how to extract features from your dataset and perform dimensionality reduction by making use of Python-based libraries.

You'll bring the use of TensorFlow and Keras to build deep learning models, using concepts such as transfer learning, generative adversarial networks, and deep reinforcement learning. Next, you'll learn the advanced features of TensorFlow1.x, such as distributed TensorFlow with TF clusters, deploy production models with TensorFlow Serving. You'll implement different techniques related to object classification, object detection, image segmentation, and more.




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