Building the cloud-native future at Google Cloud

From its first open-source commit five years ago to now, Kubernetes has become the industry standard for modern application architecture. It was built on over a decade of Google’s experience as the world’s largest containerized application user. And it’s from this deep and continued investment that Google Cloud provides industry-leading solutions for running workloads at … Read moreBuilding the cloud-native future at Google Cloud

Bringing the best of open source to Google Cloud customers

Google’s belief in an open cloud stems from our deep commitment to open source. We believe that open source is the future of public cloud: It’s the foundation of IT infrastructure worldwide and has been a part of Google’s foundation since day one. This is reflected in our contributions to projects like Kubernetes, TensorFlow, Go, … Read moreBringing the best of open source to Google Cloud customers

TensorFlow 2.0 and Cloud AI make it easy to train, deploy, and maintain scalable machine learning models

Since it was open-sourced in 2015, TensorFlow has matured into an entire end-to-end ML ecosystem that includes a variety of tools, libraries, and deployment options to help users go from research to production easily. This month at the 2019 TensorFlow Dev Summit we announced TensorFlow 2.0 to make machine learning models easier to use and … Read moreTensorFlow 2.0 and Cloud AI make it easy to train, deploy, and maintain scalable machine learning models

NVIDIA’s RAPIDS joins our set of Deep Learning VM images for faster data science

If you’re a data scientist, researcher, engineer, or developer, you may be familiar with Google Cloud’s set of Deep Learning Virtual Machine (VM) images, which enable the one-click setup machine learning-focused development environments. But some data scientists still use a combination of pandas, Dask, scikit-learn, and Spark on traditional CPU-based instances. If you’d like to … Read moreNVIDIA’s RAPIDS joins our set of Deep Learning VM images for faster data science