Data analytics | Google Cloud Documentation
Documentation and resources for unlocking your data's potential and transforming it into actionable AI insights with Google Cloud products.
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Explore data analytics in Google Cloud
Read documentation and Cloud Architecture Center articles about data analytics products, capabilities, and procedures.
Training, blog articles, and more
Go to training courses, blog articles, and other related resources.
Data analytics products by use case
Expand sections or use the filter to find products and guides for typical use cases.
Data and AI platform
Use a serverless, cost-effective, and multi-cloud data and AI platform designed to help you turn big data into valuable business insights powered by Gemini.
Data analysis
Get business intelligence in real time, built on governed data, that offers repeatable analysis and inspires in-depth understanding of the data.
Data governance and sharing
Manage the end-to-end data lifecycle and make it easier to manage, discover, govern, and share data and AI assets.
Data integration and orchestration
Ingest, transform, and load data from disparate data sources in a scalable and secure fashion, and build end-to-end orchestration for the enterprise.
Data lakehouses
Build an open, managed, high-performance lakehouse that provides a single source of truth, eliminating data duplication and ensuring consistent insights.
Data migration
Migrate your lakehouse or warehouse to BigQuery with easy to use tools powered by Gemini that assist in every phase of migration.
Data processing
Empower your data journey, from robust batch processing using managed Apache Spark and Apache Hadoop, to dynamic real-time stream processing with serverless, scalable pipelines using Apache Beam.
Streaming
Ingest, process, and analyze event streams in real time, and generate actionable, real-time insights.
AI and ML
Seamlessly integrate the power of generative AI and machine learning directly within your data to unlock deeper insights.