Название: Machine Learning with TensorFlow, 2nd Edition (MEAP Version 7)
Автор: Chris A. Mattmann
Издательство: Manning Publications
Год: 2020
Формат: true pdf/epub
Страниц: 471
Размер: 32.1 Mb
Язык: English

This fully revised second edition of Machine Learning with TensorFlow teaches you the foundational concepts of machine learning, and how to utilize the TensorFlow library to rapidly build powerful ML models. You'll learn the basics of regression, classification, and clustering algorithms, applying them to solve real-world challenges such as call center volume prediction and sentiment analysis of movie reviews. Once you’ve mastered core ML concepts, you'll move on to the money chapters: exploring cutting-edge neural network techniques such as deep speech classifiers, facial identification, and auto-encoding with CIFAR-10. Plus, in all-new appendices you'll cover updating your code to TensorFlow 2.0, and much-needed techniques for running your code inside Docker containers. Digest this book, and you'll be able to start modelling your everyday problems as automated machine learning tasks.