Cloud Computing

How to use gen AI for better data schema handling, data quality, and data generation

In the realm of data engineering, generative AI models are quietly revolutionizing how we handle, process, and ultimately utilize data. For example, large language models (LLMs) can help with data schema handling, data quality, and even data generation.  Building upon the recently released Gemini in BigQuery Data preparation capabilities, this blog showcases areas where gen […]

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Cloud CISO Perspectives: New AI, cybercrime reports underscore need for security best practices

Welcome to the first Cloud CISO Perspectives for February 2025. Stephanie Kiel, our head of cloud security policy, government affairs and public policy, discusses two parallel and important security conversations she had at the Munich Security Conference, following our new reports on AI and cybercrime. As with all Cloud CISO Perspectives, the contents of this

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BigQuery ML is now compatible with open-source gen AI models

BigQuery Machine Learning allows you to use large language models (LLMs), like Gemini, to perform tasks such as entity extraction, sentiment analysis, translation, text generation, and more on your data using familiar SQL syntax. Today, we are extending this capability with support for any open-source LLM from the Vertex AI Model Garden — including any

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Realizing twelve-factors with the AWS Well-Architected Framework

Organizations that are interested in improving their development velocity that follow the principles of the twelve-factor app might find benefits in understanding how to realize those concepts on Amazon Web Services (AWS). In this post, I will help you correlate the twelve-factors app concepts as you architect solutions on AWS. Twelve-factors Let’s start with a quick

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Deep dive into AI with Google Cloud’s global generative AI roadshow

The AI revolution isn’t just about large language models (LLMs) – it’s about building real-world solutions that change the way you work. Google’s global AI roadshow offers an immersive experience that’s designed to empower you, the developer, to push the boundaries of what’s possible with AI. The global roadshow is a hands-on event. Forget the

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Accelerate your cloud journey using a well-architected, principles-based framework

In today’s dynamic digital landscape, building and operating secure, reliable, cost-efficient and high-performing cloud solutions is no easy feat. Enterprises grapple with the complexities of cloud adoption, and often struggle to bridge the gap between business needs, technical implementation, and operational readiness. This is where the Google Cloud Architecture Framework comes in. The framework provides

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With MultiKueue, grab GPUs for your GKE cluster, wherever they may be

Artificial Intelligence (AI) and large language models (LLMs) are experiencing explosive growth, powering applications from machine translation to artistic creation. These technologies rely on intensive computations that require specialized hardware resources, like GPUs. But access to GPUs can be challenging, both in terms of availability and cost. For Google Cloud users, the introduction of Dynamic

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Where’s the beef? For São Paulo’s agricultural ministry, it’s on Cloud SQL for SQL Server

When most people think of São Paulo, business and culture usually come to mind, not beef and chicken. But the state of São Paulo isn’t only home to the largest city in the hemisphere — it’s also the second largest producer of meat in a country that’s the second largest agricultural exporter in the world.

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