Accelerating CDC insights with Dataflow and BigQuery
Learn how to use BigQuery’s new CDC capability in Dataflow and its at-least-once streaming mode to simplify your CDC pipeline and reduce costs.
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Product analytics for generative AI model and media asset companies using BigQuery
Using BigQuery object tables, we analyze unstructured Cloud Storage data with generative AI models and join the results with BigQuery structured data.
Maintain business continuity across regions with BigQuery managed disaster recovery
Managed disaster recovery in BigQuery offers automated failover of compute and storage to a different region and a new cross-regional SLA.
Simplifying data modeling and schema generation in BigQuery using multi-modal LLMs
Watch how to use a multimodal LLM such as Gemini to analyze data in a BigQuery data lake and automatically generate schema layouts.
Transforming customer feedback: analyzing audio customer reviews with BigQuery ML's speech-to-text
By combining speech-to-text with BigQuery's analytics capabilities, you can understand things like customer sentiment and recurring product issues.
Introducing new ML model monitoring capabilities in BigQuery
New BigQuery functions monitor skew between training and serving data, and monitor drift in serving data over time, all using SQL.
Analyze audio in BigQuery with Speech-to-Text
Unlock the power of your audio data! This video demonstrates how BigQuery's integration with Cloud Speech-to-Text lets you transform audio files – think customer calls, interviews, feedback – into structured text transcripts. Analyze this data at scale within your data warehouse, fueling smarter decisions and deeper customer understanding.
Analyze documents in BigQuery with Document AI
Turn your documents into actionable data! This video explores the power of BigQuery's integration with Document AI. Learn how to transform unstructured documents – think invoices, contracts, forms – into neatly structured tables within your data warehouse, unlocking smarter insights using familiar SQL syntax.
BigQuery vector search and embedding generation
Discover the power of semantic search! With BigQuery's vector search capabilities, you can analyze unstructured data like text, images, and videos based on their underlying meaning. Explore how machine learning transforms your data into numerical representations called embeddings, making it possible to find connections that traditional keyword searches often miss.
Analyze data in BigQuery using Gemini models
Experience the magic of Large Language Models (LLMs) like Gemini, applied to your BigQuery data at scale! BigQuery's Vertex AI integration empowers you to use the Gemini models to analyze unstructured, semi-structured, and structured data - using just SQL.