Machine learning (ML) practitioners using PyTorch tell us that it can be challenging to advance their ML project beyond experimentation. That’s why over the last year, we’ve prioritized development workthat makes it easier for PyTorch users to deploy models in the cloud using Vertex AI. Vertex AI is a fully-managed machine learning platform with tools, […]

With Cloud Run, developers can quickly deploy production web applications and APIs on a serverless environment that runs on top of Google’s scalable infrastructure. While development teams can leverage Cloud Run to improve development agility and iterate quickly, many overlook their infrastructure’s security posture. In particular, one aspect of security that does not get enough […]

Customers on Google Kubernetes Engine (GKE) use Local SSD for applications that need to rapidly download and process data eg. AI/ML, analytics, batch, in-memory caches. These applications download data to the Local SSD from object storage such as Google Cloud Storage (GCS) and process this data in applications running as pods on GKE. As data […]

Imagine you had $500 in Google Cloud credits to build whatever you want. That’s what you get when you start an Innovators Plus subscription, along with a range of other benefits including: access to the entire catalog of on-demand training on Google Cloud Skills Boost, a certification exam voucher, invite-only quarterly technical briefings, and live-learning […]