Performance Evaluation and Benchmarking for the Era of Artificial Intelligence
... Tensorflow Performance in a Distributed Compute Environment Miro Hodak and Ajay Dholakia Lenovo , Data Center Group ... Stack Overflow queries , GitHub stars , and number of forks . Its closest com- petitor appears to be Facebook ...
Python Reinforcement Learning
... questions on Stack Overflow. Sean Saito is the youngest ever Machine Learning Developer at SAP and the first ... closest friends and mentors, all from whom I've acquired much knowledge and wisdom, for their encouragement and advice ...
Building Machine Learning Systems with Python
... StackOverflow comments ) . We will find out that some challenges , such as the one in this chapter , are so hard that we have to adjust our initial goals along the way . We will start with the nearest ... questions : • How should we ...
Deep Learning Pipeline
Building a Deep Learning Model with TensorFlow Hisham El-Amir, Mahmoud Hamdy. im = tf.expand_dims(image, 0) ... nearest neighbor sampling (possibly with aspect ratio change) to a common output size specified by crop_size. This ...
Hands-On Neural Networks with TensorFlow 2.0
This book covers machine learning with a focus on developing neural network-based solutions. You'll start by getting familiar with the concepts and techniques required to build solutions to deep learning problems.
TensorFlow in Action
This practical guide to building deep learning models with the new features of TensorFlow 2.0is filled with engaging projects, simple language, and coverage of the latest algorithms.
Getting Involved in the TensorFlow Community
Joana Carrasqueira and Nicole Pang (Google) share some great ways to get involved in TensorFlow, explain how its design and development works, and show you how to get started if you're new to machine learning or new to TensorFlow.
Hands-On Deep Learning Algorithms with Python
This book introduces you to popular deep learning algorithms—from basic to advanced—and shows you how to implement them from scratch using TensorFlow.