Tag: BigQuery
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Cloud Blog: BigQuery under the hood: Scalability, reliability and usability enhancements for gen AI inference
Source URL: https://cloud.google.com/blog/products/data-analytics/bigquery-enhancements-to-boost-gen-ai-inference/ Source: Cloud Blog Title: BigQuery under the hood: Scalability, reliability and usability enhancements for gen AI inference Feedly Summary: People often think of BigQuery in the context of data warehousing and analytics, but it is a crucial part of the AI ecosystem as well. And today, we’re excited to share significant performance…
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Cloud Blog: Gemini and OSS text embeddings are now in BigQuery ML
Source URL: https://cloud.google.com/blog/products/data-analytics/use-gemini-and-open-source-text-embedding-models-in-bigquery/ Source: Cloud Blog Title: Gemini and OSS text embeddings are now in BigQuery ML Feedly Summary: High-quality text embeddings are the engine for modern AI applications like semantic search, classification, and retrieval-augmented generation (RAG). But when it comes to picking a model to generate these embeddings, we know one size doesn’t fit…
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Cloud Blog: Power up your data analysis: The Data Science Agent now supports BigQuery ML, DataFrames, and Spark
Source URL: https://cloud.google.com/blog/products/data-analytics/data-science-agent-now-supports-bigquery-ml-dataframes-and-spark/ Source: Cloud Blog Title: Power up your data analysis: The Data Science Agent now supports BigQuery ML, DataFrames, and Spark Feedly Summary: We recently announced AI-first Colab Enterprise notebook experience in BigQuery and Vertex AI to help you simplify and transform your data science and analytics workflows. Colab Enterprise notebooks come with…
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Cloud Blog: Unlocking a new era for SAP on Google Cloud
Source URL: https://cloud.google.com/blog/products/sap-google-cloud/unlocking-a-new-era-for-sap-on-google-cloud/ Source: Cloud Blog Title: Unlocking a new era for SAP on Google Cloud Feedly Summary: The world of enterprise technology is at an inflection point. Businesses are no longer just looking to modernize their infrastructure; they’re seeking to infuse intelligence and automation into every aspect of their operations. At Google Cloud, we…
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Cloud Blog: Accelerate data science with new Dataproc multi-tenant clusters
Source URL: https://cloud.google.com/blog/products/data-analytics/announcing-dataproc-multi-tenant-clusters/ Source: Cloud Blog Title: Accelerate data science with new Dataproc multi-tenant clusters Feedly Summary: With the rapid growth of AI/ML, data science teams need a better notebook experience to meet the growing demand for and importance of their work to drive innovation. Additionally, scaling data science workloads also creates new challenges for…
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Cloud Blog: BigQuery under the hood: The power of the Column Metadata index aka CMETA
Source URL: https://cloud.google.com/blog/products/data-analytics/understanding-the-bigquery–column-metadata-cmeta-index/ Source: Cloud Blog Title: BigQuery under the hood: The power of the Column Metadata index aka CMETA Feedly Summary: While petabyte-scale data warehouses are becoming more common, getting the performance you need without escalating costs and effort remain key challenges, even in a modern cloud data warehouse. While many data warehouse platform…
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Cloud Blog: Tata Steel enhances equipment and operations monitoring with the Manufacturing Data Engine
Source URL: https://cloud.google.com/blog/topics/manufacturing/tata-steel-enhances-equipment-and-operations-monitoring-with-google-cloud/ Source: Cloud Blog Title: Tata Steel enhances equipment and operations monitoring with the Manufacturing Data Engine Feedly Summary: Tata Steel is one of the world’s largest steel producers, with an annual crude steel capacity exceeding 35 millions tons. With such a large and global output, we needed a way to improve asset…
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Cloud Blog: StreamSight: Driving transparency in music royalties with AI-powered forecasting
Source URL: https://cloud.google.com/blog/products/media-entertainment/streamsight-driving-transparency-in-music-royalties-with-ai-powered-forecasting/ Source: Cloud Blog Title: StreamSight: Driving transparency in music royalties with AI-powered forecasting Feedly Summary: In an industry generating vast volumes of streaming data every day, ensuring precision, speed, and transparency in royalty tracking is a constant and evolving priority. For music creators, labels, publishers, and rights holders, even small gaps in…
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Cloud Blog: Introducing BigQuery soft failover: Greater control for disaster recovery testing
Source URL: https://cloud.google.com/blog/products/data-analytics/bigquery-managed-disaster-recovery-adds-soft-failover/ Source: Cloud Blog Title: Introducing BigQuery soft failover: Greater control for disaster recovery testing Feedly Summary: Most businesses with mission-critical workloads have a two-fold disaster recovery solution in place that 1) replicates data to a secondary location, and 2) enables failover to that location in the event of an outage. For BigQuery,…
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Cloud Blog: Google Cloud’s open ecosystem for Apache Iceberg
Source URL: https://cloud.google.com/blog/products/data-analytics/committing-to-apache-iceberg-with-our-ecosystem-partners/ Source: Cloud Blog Title: Google Cloud’s open ecosystem for Apache Iceberg Feedly Summary: AI is transforming data into a strategic asset, driving demand for flexible, integrated, and real-time data architectures. But yesterday’s data tools can’t handle AI’s demand for massive volumes of real-time and multi-modal data. Data lakes, for instance, offer flexibility…