Data is at the heart of all AI initiatives. Put simply, you need to collect and store a lot of it to train a deep learning model, and with the advancements and increased availability of accelerators such as GPUs and Cloud TPUs, the speed of getting the data from its storage location to the training process is increasingly important.
TensorFlow, one of the most popular machine learning frameworks, was open sourced by Google in 2015. Although it caters to every user, those deploying it on Google Cloud can benefit from enterprise-grade support and performance from the creators of TensorFlow. That's why we recently launched TensorFlow Enterprise—for AI-enabled businesses on Google Cloud.