Original PDF Ebook – Mastering TensorFlow 1.x1st EditionAdvanced machine learning and deep learning concepts using TensorFlow 1.x and Keras – 9781788292061
Build, scale, and deploy deep neural network models using the star libraries in Python_x000D_About This Book_x000D_
Delve into advanced machine learning and deep learning use cases using Tensorflow and Keras_x000D_
Build, deploy, and scale end-to-end deep neural network models in a production environment_x000D_
Learn to deploy TensorFlow on mobile, and distributed TensorFlow on GPU, Clusters, and Kubernetes_x000D_
Who This Book Is For_x000D_
This book is for data scientists, machine learning engineers, artificial intelligence engineers, and for all TensorFlow users who wish to upgrade their TensorFlow knowledge and work on various machine learning and deep learning problems. If you are looking for an easy-to-follow guide that underlines the intricacies and complex use cases of machine learning, you will find this book extremely useful. Some basic understanding of TensorFlow is required to get the most out of the book._x000D_
What You Will Learn_x000D_
Master advanced concepts of deep learning such as transfer learning, reinforcement learning, generative models and more, using TensorFlow and Keras_x000D_
Perform supervised (classification and regression) and unsupervised (clustering) learning to solve machine learning tasks_x000D_
Build end-to-end deep learning (CNN, RNN, and Autoencoders) models with TensorFlow_x000D_
Scale and deploy production models with distributed and high-performance computing on GPU and clusters_x000D_
Build TensorFlow models to work with multilayer perceptrons using Keras, TFLearn, and R_x000D_
Learn the functionalities of smart apps by building and deploying TensorFlow models on iOS and Android devices_x000D_
Supercharge TensorFlow with distributed training and deployment on Kubernetes and TensorFlow Clusters
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