Название: TensorFlow For Dummies
Автор: Matthew Scarpino
Издательство: For Dummies
Год: 2018
Страниц: 360
Формат: EPUB
Размер: 10 Mb
Язык: English
Become a machine learning pro!
Google TensorFlow has become the darling of financial firms and research organizations, but the technology can be intimidating and the learning curve is steep. Luckily, TensorFlow For Dummies is here to offer you a friendly, easy–to–follow book on the subject. Inside, you ll find out how to write applications with TensorFlow, while also grasping the concepts underlying machine learning all without ever losing your cool!
Machine learning has become ubiquitous in modern society, and its applications include language translation, robotics, handwriting analysis, financial prediction, and image recognition. TensorFlow is Google?s preeminent toolset for machine learning, and this hands–on guide makes it easy to understand, even for those without a background in artificial intelligence.
Install TensorFlow on your computer
Learn the fundamentals of statistical regression and neural networks
Visualize the machine learning process with TensorBoard
Perform image recognition with convolutional neural networks (CNNs)
Analyze sequential data with recurrent neural networks (RNNs)
Execute TensorFlow on mobile devices and the Google Cloud Platform (GCP)
If you re a manager or software developer looking to use TensorFlow for machine learning, this is the book you ll want to have close by.