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BigQuery


Explainable AI (XAI) helps you understand and interpret how your machine learning models make decisions. We’re excited to announce that BigQuery Explainable AI is now generally available (GA). BigQuery is the data warehouse that supports explainable AI in a most comprehensive way w.r.t both XAI methodology and model types. It does this at BigQuery scale, enabling millions of …

We’re continuing to offer learning opportunities at no charge to help you grow your Google Cloud skills. Here are ten training offers you can take advantage of before the end of this year to keep building your knowledge of machine learning, Google Kubernetes Engine (GKE), and more. Register here by January 10, 2022 to receive 30 days …

Cola-Cola Bottlers Japan operates about 700,000 vending machines across Japan Japan is home to millions of vending machines installed on streets and in buildings, sports stadiums and other facilities. Vending machine owners and operators, including beverage manufacturers, stock these machines with different product combinations depending on location and demand. For example, they primarily display coffee …

Editor’s note: This post features third party projects built with AI Platform. At Google I/O on May 18, 2021 Google Cloud announced Vertex AI, a unified UI for the entire ML workflow, which includes equivalent functionality from the AI Platform and new MLOps services. Most of the sample code and materials introduced in this post …

Data analysts can spend hours writing SQL each day to get the right insights. So it’s crucial that the tools in the Google Cloud Console make that job as easy and as fast as possible. Now, we’re excited to show you how BigQuery’s Cloud Console UI has been updated with radical usability improvements for more …

There’s a new way to look out for potholes in the road and it doesn’t involve better eyeglasses or dispatching costly repair crews. Bus-mounted cameras and machine learning can do it for you, as the City of Memphis discovered. Staying on top of deteriorating roads when you can’t add more personnel is a never ending …

International conservation charity, ZSL (Zoological Society of London) has made another leap forward in its battle to protect animals using AI and machine learning (ML) from Google Cloud. We’ve been privileged to partner with ZSL for three years, co-developing custom ML models to identify and better track endangered species around the world. The next dataset in ZSL’s arsenal to …

An organization’s ability to quickly detect and respond to anomalies is critical to success in a digitally transforming culture. Google Cloud customers can strengthen this ability by using rich artificial intelligence and machine learning (AI/ML) capabilities in conjunction with an enterprise-class streaming analytics platform. We refer to this combination of fast data and advanced analytics as real-time AI. There are …

Cloud computing provides the power and speed needed for Machine Learning (ML), and allows you to easily scale up and down. However, this also means that costs may spin out of control if you don’t plan ahead, which is especially fraught now, given that businesses are particularly cost conscious. To use Google Cloud effectively for …

When it comes to customer satisfaction, the customer service experience can often be more important than the actual product. According to Forbes, companies lost about $75 billion in 2018 due to poor customer service, and 39% of customers who experienced poor customer service will not do business with the offending company again. An important part of …