Cloud Computing

Zero-shot predictions in Pandas using the new BigQuery Accessor

Imagine running advanced machine learning workflows—from forecasting and classification to high-dimensional embedding generation—without ever leaving your familiar pandas DataFrame. With the new .bigquery accessor from BigQuery DataFrames (BigFrames), that vision is now a reality. You can seamlessly invoke BigQuery’s enterprise-grade AI functions directly within pandas, scaling your data science and ML pipelines on cloud infrastructure

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How OrderServ achieved up to 64% cost savings with multi-tenant ECS

When your food-ordering platform doubles its brand count, dedicated clusters become your biggest cost problem, and every failed request during a traffic surge is a lost sale. Here is how Cognizant and AWS Professional Services solved it. Cognizant is a global services company that helps organizations modernize technology, reimagine processes, and transform customer experiences. Its

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Bringing conversational analytics to Gemini with Agentic Data Cloud connectors

Data Cloud connectors in Gemini for business, now in preview, give business users and analysts a direct way to query live enterprise data in natural language. Across most organizations, data questions multiply faster than analysts can answer them: Projects stall in ticket queues, leaders fall back on guesswork, and unmanaged spreadsheets spread across teams. Early

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Bringing conversational analytics to Gemini with Agentic Data Cloud connectors

Data Cloud connectors in Gemini for business, now in preview, give business users and analysts a direct way to query live enterprise data in natural language. Across most organizations, data questions multiply faster than analysts can answer them: Projects stall in ticket queues, leaders fall back on guesswork, and unmanaged spreadsheets spread across teams. Early

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How TUI scales threat modeling for 100+ teams with Amazon Bedrock

When your security team has four engineers and your organization has over 100 digital product teams, threat modeling becomes a bottleneck fast. That was the challenge TUI faced. TUI operates across the travel and tourism industry with airlines, hotels, cruise ships, and local travel experiences. Our Platform & Engineering division needs security assessments to keep

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Semantic aggregation over millions of rows in BigQuery with AI.AGG

For more than a decade, BigQuery has helped set standards for structured data aggregation, calculating financial sums, counting active users, and computing historical averages at a petabyte scale in seconds. But as modern enterprises become inundated with unstructured data — application logs, customer service transcripts, product imagery, and diagnostic reports — a critical gap has

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Gemini Omni 1.2 Flash: Fast, cost-effective, and reliable video generation and editing now generally available

Today, Gemini Omni 1.2 Flash is generally available on Google Cloud. Built for the everyday videos businesses make in volume — like product videos, virtual try-ons, and ads — this model is fast, cost-effective, and follows your image, video and audio references more closely than before.   Business users can create with it in Gemini for

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Building an agent skill optimizer with AlphaEvolve, Harbor and Gemini 4 Argon

Every day, more and more people are using coding agents like Google Antigravity and OpenCode to complete software engineering tasks. But those tools need instructions to operate and their output is only as good as the inputs they get. By utilizing agent skills that direct the agents through building, testing, and deploying code, developers have

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