Monitoring machine learning (ML) models in production is now as simple as using a function in BigQuery! Today we’re introducing a new set of functions that enable model monitoring directly within BigQuery. Now, you can describe data throughout the model workflow by profiling training or inference data, monitor skew between training and serving data, and […]

At Google Cloud, we understand you have a diverse set of regulatory, compliance, and sovereignty needs.  We strive to provide you with the controls you need and the flexibility to meet your requirements. We offer a range of customizable control packages, so you can choose the level of control that best aligns with your risk […]

Editor’s Note: The Ford Motor Company, one of the most recognizable auto brands in the world, recently updated its database strategy to modernize its workloads and focus on managed database services from Google Cloud. Ford has seen a large drop in the time spent on database-related operational tasks by managing databases in Google Cloud. Since […]

A lack of skills holds back tens of millions of people from finding jobs, growing in their careers, and adapting to today’s business opportunities. For example, an estimated 920 million people globally have an education that does not match their job1, while 60% of workers will require new training before 2027 but only some have […]

Amid all the excitement around the potential of generative AI to transform business and unlock trillions of dollars in value across the global economy, it is easy to overlook the significant impact that the technology is already having. Indeed, the era of gen AI does not exist at some vague point in the not-too-distant future: […]

PyTorch’s flexibility and dynamic nature make it a popular choice for deep learning researchers and practitioners. Developed by Google, XLA is a specialized compiler designed to optimize linear algebra computations – the foundation of deep learning models. PyTorch/XLA offers the best of both worlds: the user experience and ecosystem advantages of PyTorch, with the compiler […]

In today’s rapidly evolving technological landscape, artificial intelligence (AI) is making a significant impact across the country, delivering scale, efficiency and utilization of responsible best practices. New York is leading the way, embracing this technological shift, using generative AI (gen AI) to revolutionize how the government serves its constituents. From “Nice-to-Have” to “Must-Have” “Artificial intelligence […]