![]() As you advance you’ll learn about Amazon Web Services (AWS) and create a deep neural network to solve a video action recognition problem. Next, you’ll implement a complete real-life production system from training to serving a deep learning model. You’ll be able to further explore text and image analysis, and be introduced to CNN models and their setup in TensorFlow 1.x. This is followed by training and running the first classifier, and coverage of the unique features of the library including data flow graphs, training, and the visualization of performance with TensorBoard-all within an example-rich context using problems from multiple industries. This book will teach you how to easily get started with machine learning using the power of Python and TensorFlow 1.x.įirstly, you’ll cover the basic installation procedure and explore the capabilities of TensorFlow 1.x. It has made machine learning faster, simpler, and more accessible than ever before. Google's TensorFlow is a game changer in the world of machine learning.
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