What's New in TensorFlow 2.0: Use the new and improved features of TensorFlow to enhance machine learning (repost)
What's New in TensorFlow 2.0:
Use the new and improved features of TensorFlow to enhance machine learning and deep learning
by Ajay Baranwal
English | 2019 | ISBN: 1838823859 | 202 Pages | PDF,EPUB | 5.40 MB
Use the new and improved features of TensorFlow to enhance machine learning and deep learning
by Ajay Baranwal
English | 2019 | ISBN: 1838823859 | 202 Pages | PDF,EPUB | 5.40 MB
What's New in TensorFlow 2.0 starts by focusing on advanced concepts such as the new TensorFlow Keras APIs, eager execution, and efficient distribution strategies that help you to run your machine learning models on multiple GPUs and TPUs. The book then takes you through the process of building data ingestion and training pipelines, and it provides recommendations and best practices for feeding data to models created using the new tf.keras API. You'll explore the process of building an inference pipeline using TF Serving and other multi-platform deployments before moving on to explore the newly released AIY, which is essentially do-it-yourself AI. This book delves into the core APIs to help you build unified convolutional and recurrent layers and use TensorBoard to visualize deep learning models using what-if analysis.