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Technology areas
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AI and ML
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Application development
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Application hosting
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Compute
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Data analytics and pipelines
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Databases
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Distributed, hybrid, and multicloud
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Generative AI
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Industry solutions
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Networking
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Observability and monitoring
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Security
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Storage
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Cross-product tools
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Access and resources management
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Costs and usage management
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Infrastructure as code
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Migration
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Overview
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Guides
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Reference
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Samples
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Resources
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Technology areas
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Overview
| https://cloud.google.com/bigquery/docs |
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Guides
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Reference
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Samples
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Resources
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Cross-product tools
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Console
| https://console.cloud.google.com/ |
| Product overview | https://cloud.google.com/bigquery/docs/introduction |
| Try BigQuery using the sandbox | https://cloud.google.com/bigquery/docs/sandbox |
| Console walkthroughs and videos | https://cloud.google.com/bigquery/docs/console-video-learning |
| Explore the console | https://cloud.google.com/bigquery/docs/bigquery-web-ui |
| Load and query data | https://cloud.google.com/bigquery/docs/quickstarts/load-data-console |
| Create reservations | https://cloud.google.com/bigquery/docs/reservations-get-started |
| Try DataFrames | https://cloud.google.com/bigquery/docs/dataframes-quickstart |
| Use the bq CLI tool | https://cloud.google.com/bigquery/docs/quickstarts/load-data-bq |
| Use the client libraries | https://cloud.google.com/bigquery/docs/quickstarts/quickstart-client-libraries |
| Organize resources | https://cloud.google.com/bigquery/docs/resource-hierarchy |
| API dependencies | https://cloud.google.com/bigquery/docs/service-dependencies |
| Understand editions | https://cloud.google.com/bigquery/docs/editions-intro |
| Introduction | https://cloud.google.com/bigquery/docs/datasets-intro |
| Create datasets | https://cloud.google.com/bigquery/docs/datasets |
| List datasets | https://cloud.google.com/bigquery/docs/listing-datasets |
| Cross-region replication | https://cloud.google.com/bigquery/docs/data-replication |
| Managed disaster recovery | https://cloud.google.com/bigquery/docs/managed-disaster-recovery |
| Migrate to managed disaster recovery | https://cloud.google.com/bigquery/docs/disaster-recovery-migration |
| Dataset data retention | https://cloud.google.com/bigquery/docs/time-travel |
| Introduction | https://cloud.google.com/bigquery/docs/tables-intro |
| Create and use tables | https://cloud.google.com/bigquery/docs/tables |
| Specify a schema | https://cloud.google.com/bigquery/docs/schemas |
| Specify nested and repeated columns | https://cloud.google.com/bigquery/docs/nested-repeated |
| Specify default column values | https://cloud.google.com/bigquery/docs/default-values |
| Specify ObjectRef values | https://cloud.google.com/bigquery/docs/objectref-columns |
| Introduction | https://cloud.google.com/bigquery/docs/partitioned-tables |
| Create partitioned tables | https://cloud.google.com/bigquery/docs/creating-partitioned-tables |
| Manage partitioned tables | https://cloud.google.com/bigquery/docs/managing-partitioned-tables |
| Query partitioned tables | https://cloud.google.com/bigquery/docs/querying-partitioned-tables |
| Introduction | https://cloud.google.com/bigquery/docs/clustered-tables |
| Create clustered tables | https://cloud.google.com/bigquery/docs/creating-clustered-tables |
| Manage clustered tables | https://cloud.google.com/bigquery/docs/manage-clustered-tables |
| Query clustered tables | https://cloud.google.com/bigquery/docs/querying-clustered-tables |
| Use metadata indexing | https://cloud.google.com/bigquery/docs/metadata-indexing-managed-tables |
| Introduction | https://cloud.google.com/bigquery/docs/external-data-sources |
| BigLake external tables | https://cloud.google.com/bigquery/docs/biglake-intro |
| BigQuery Omni | https://cloud.google.com/bigquery/docs/omni-introduction |
| Object tables | https://cloud.google.com/bigquery/docs/object-table-introduction |
| External tables | https://cloud.google.com/bigquery/docs/external-tables |
| External table definition file | https://cloud.google.com/bigquery/docs/external-table-definition |
| Externally partitioned data | https://cloud.google.com/bigquery/docs/hive-partitioned-queries |
| Use metadata caching | https://cloud.google.com/bigquery/docs/metadata-caching-external-tables |
| Amazon S3 BigLake external tables | https://cloud.google.com/bigquery/docs/omni-aws-create-external-table |
| Apache Iceberg external tables | https://cloud.google.com/bigquery/docs/iceberg-external-tables |
| Azure Blob Storage BigLake tables | https://cloud.google.com/bigquery/docs/omni-azure-create-external-table |
| Bigtable external table | https://cloud.google.com/bigquery/docs/create-bigtable-external-table |
| BigLake external tables for Cloud Storage | https://cloud.google.com/bigquery/docs/create-cloud-storage-table-biglake |
| Cloud Storage object tables | https://cloud.google.com/bigquery/docs/object-tables |
| Cloud Storage external tables | https://cloud.google.com/bigquery/docs/external-data-cloud-storage |
| Delta Lake BigLake tables | https://cloud.google.com/bigquery/docs/create-delta-lake-table |
| Google Drive external tables | https://cloud.google.com/bigquery/docs/external-data-drive |
| Introduction | https://cloud.google.com/bigquery/docs/views-intro |
| Create logical views | https://cloud.google.com/bigquery/docs/views |
| Introduction | https://cloud.google.com/bigquery/docs/materialized-views-intro |
| Create materialized views | https://cloud.google.com/bigquery/docs/materialized-views-create |
| Get information about views | https://cloud.google.com/bigquery/docs/view-metadata |
| Manage views | https://cloud.google.com/bigquery/docs/managing-views |
| Introduction | https://cloud.google.com/bigquery/docs/routines-intro |
| Manage routines | https://cloud.google.com/bigquery/docs/routines |
| User-defined functions | https://cloud.google.com/bigquery/docs/user-defined-functions |
| User-defined functions in Python | https://cloud.google.com/bigquery/docs/user-defined-functions-python |
| User-defined aggregate functions | https://cloud.google.com/bigquery/docs/user-defined-aggregates |
| Table functions | https://cloud.google.com/bigquery/docs/table-functions |
| Remote functions | https://cloud.google.com/bigquery/docs/remote-functions |
| SQL stored procedures | https://cloud.google.com/bigquery/docs/procedures |
| Stored procedures for Apache Spark | https://cloud.google.com/bigquery/docs/spark-procedures |
| Analyze object tables by using remote functions | https://cloud.google.com/bigquery/docs/object-table-remote-function |
| Remote functions and Translation API tutorial | https://cloud.google.com/bigquery/docs/remote-functions-translation-tutorial |
| Introduction | https://cloud.google.com/bigquery/docs/connections-api-intro |
| Amazon S3 connection | https://cloud.google.com/bigquery/docs/omni-aws-create-connection |
| Apache Spark connection | https://cloud.google.com/bigquery/docs/connect-to-spark |
| Azure Blob Storage connection | https://cloud.google.com/bigquery/docs/omni-azure-create-connection |
| Cloud resource connection | https://cloud.google.com/bigquery/docs/create-cloud-resource-connection |
| Spanner connection | https://cloud.google.com/bigquery/docs/connect-to-spanner |
| Cloud SQL connection | https://cloud.google.com/bigquery/docs/connect-to-sql |
| AlloyDB connection | https://cloud.google.com/bigquery/docs/connect-to-alloydb |
| SAP Datasphere connection | https://cloud.google.com/bigquery/docs/connect-to-sap-datasphere |
| Manage connections | https://cloud.google.com/bigquery/docs/working-with-connections |
| Configure connections with network attachments | https://cloud.google.com/bigquery/docs/connections-with-network-attachment |
| Default connections | https://cloud.google.com/bigquery/docs/default-connections |
| Introduction | https://cloud.google.com/bigquery/docs/search-intro |
| Manage search indexes | https://cloud.google.com/bigquery/docs/search-index |
| Introduction | https://cloud.google.com/bigquery/docs/vector-index-intro |
| Manage vector indexes | https://cloud.google.com/bigquery/docs/vector-index |
| Introduction | https://cloud.google.com/bigquery/docs/load-transform-export-intro |
| Use the Data Engineering Agent to build a data pipeline | https://cloud.google.com/bigquery/docs/data-engineering-agent-pipelines |
| Introduction | https://cloud.google.com/bigquery/docs/migration/migration-overview |
| BigQuery Migration Service | https://cloud.google.com/bigquery/docs/migration-intro |
| Migration assessment | https://cloud.google.com/bigquery/docs/migration-assessment |
| Migrate schema and data | https://cloud.google.com/bigquery/docs/migration/schema-data-overview |
| Migrate data pipelines | https://cloud.google.com/bigquery/docs/migration/pipelines |
| Use custom organization policies | https://cloud.google.com/bigquery/docs/migration-custom-org-policies |
| Translate SQL queries interactively | https://cloud.google.com/bigquery/docs/interactive-sql-translator |
| Translate SQL queries using the API | https://cloud.google.com/bigquery/docs/api-sql-translator |
| Translate SQL queries in batch | https://cloud.google.com/bigquery/docs/batch-sql-translator |
| Generate metadata for translation and assessment | https://cloud.google.com/bigquery/docs/generate-metadata |
| Transform SQL translations with YAML | https://cloud.google.com/bigquery/docs/config-yaml-translation |
| Map SQL object names for batch translation | https://cloud.google.com/bigquery/docs/output-name-mapping |
| Introduction | https://cloud.google.com/bigquery/docs/loading-data |
| Storage overview | https://cloud.google.com/bigquery/docs/storage_overview |
| Introduction | https://cloud.google.com/bigquery/docs/dts-introduction |
| Data location and transfers | https://cloud.google.com/bigquery/docs/dts-locations |
| Authorize transfers | https://cloud.google.com/bigquery/docs/dts-authentication-authorization |
| Enable transfers | https://cloud.google.com/bigquery/docs/enable-transfer-service |
| Cloud SQL instance access | https://cloud.google.com/bigquery/docs/cloud-sql-instance-access |
| AWS VPN and network attachment | https://cloud.google.com/bigquery/docs/aws-vpn-network-attachment |
| Azure VPN and network attachment | https://cloud.google.com/bigquery/docs/azure-vpn-network-attachment |
| Manage transfers | https://cloud.google.com/bigquery/docs/working-with-transfers |
| Transfer run notifications | https://cloud.google.com/bigquery/docs/transfer-run-notifications |
| Troubleshoot transfer configurations | https://cloud.google.com/bigquery/docs/transfer-troubleshooting |
| Use service accounts | https://cloud.google.com/bigquery/docs/use-service-accounts |
| Use third-party transfers | https://cloud.google.com/bigquery/docs/third-party-transfer |
| Use custom organization policies | https://cloud.google.com/bigquery/docs/transfer-custom-constraints |
| Data source change log | https://cloud.google.com/bigquery/docs/transfer-changes |
| Event-driven transfers | https://cloud.google.com/bigquery/docs/event-driven-transfer |
| Transfer data into BigLake Iceberg tables | https://cloud.google.com/bigquery/docs/iceberg-ingestion |
| Introduction | https://cloud.google.com/bigquery/docs/batch-loading-data |
| Auto-detect schemas | https://cloud.google.com/bigquery/docs/schema-detect |
| Load Avro data | https://cloud.google.com/bigquery/docs/loading-data-cloud-storage-avro |
| Load Parquet data | https://cloud.google.com/bigquery/docs/loading-data-cloud-storage-parquet |
| Load ORC data | https://cloud.google.com/bigquery/docs/loading-data-cloud-storage-orc |
| Load CSV data | https://cloud.google.com/bigquery/docs/loading-data-cloud-storage-csv |
| Load JSON data | https://cloud.google.com/bigquery/docs/loading-data-cloud-storage-json |
| Load externally partitioned data | https://cloud.google.com/bigquery/docs/hive-partitioned-loads-gcs |
| Load data from a Datastore export | https://cloud.google.com/bigquery/docs/loading-data-cloud-datastore |
| Load data from a Firestore export | https://cloud.google.com/bigquery/docs/loading-data-cloud-firestore |
| Load data using the Storage Write API | https://cloud.google.com/bigquery/docs/write-api-batch-load |
| Load data into partitioned tables | https://cloud.google.com/bigquery/docs/load-data-partitioned-tables |
| Read data with the Storage Read API | https://cloud.google.com/bigquery/docs/reference/storage |
| Introduction | https://cloud.google.com/bigquery/docs/write-api |
| Stream data with the Storage Write API | https://cloud.google.com/bigquery/docs/write-api-streaming |
| Batch load data with the Storage Write API | https://cloud.google.com/bigquery/docs/write-api-batch |
| Best practices | https://cloud.google.com/bigquery/docs/write-api-best-practices |
| Supported protocol buffer and Arrow data types | https://cloud.google.com/bigquery/docs/supported-data-types |
| Stream updates with change data capture | https://cloud.google.com/bigquery/docs/change-data-capture |
| Use the legacy streaming API | https://cloud.google.com/bigquery/docs/streaming-data-into-bigquery |
| Load data from other Google services | https://cloud.google.com/bigquery/docs/load-data-google-services |
| Discover and catalog Cloud Storage data | https://cloud.google.com/bigquery/docs/automatic-discovery |
| Load data using third-party apps | https://cloud.google.com/bigquery/docs/load-data-third-party |
| Load data using cross-cloud operations | https://cloud.google.com/bigquery/docs/load-data-using-cross-cloud-transfer |
| Optimize load jobs | https://cloud.google.com/bigquery/docs/optimize-load-jobs |
| Introduction | https://cloud.google.com/bigquery/docs/transform-intro |
| Introduction | https://cloud.google.com/bigquery/docs/data-prep-introduction |
| Prepare data with Gemini | https://cloud.google.com/bigquery/docs/data-prep-get-suggestions |
| Transform with DML | https://cloud.google.com/bigquery/docs/data-manipulation-language |
| Transform data in partitioned tables | https://cloud.google.com/bigquery/docs/using-dml-with-partitioned-tables |
| Work with change history | https://cloud.google.com/bigquery/docs/change-history |
| Introduction | https://cloud.google.com/bigquery/docs/pipelines-introduction |
| Create pipelines | https://cloud.google.com/bigquery/docs/create-pipelines |
| Introduction | https://cloud.google.com/bigquery/docs/export-intro |
| Export query results | https://cloud.google.com/bigquery/docs/export-file |
| Export to Cloud Storage | https://cloud.google.com/bigquery/docs/exporting-data |
| Export to Bigtable | https://cloud.google.com/bigquery/docs/export-to-bigtable |
| Export to Spanner | https://cloud.google.com/bigquery/docs/export-to-spanner |
| Export to Pub/Sub | https://cloud.google.com/bigquery/docs/export-to-pubsub |
| Export as Protobuf columns | https://cloud.google.com/bigquery/docs/protobuf-export |
| Build ELT for marketing analytics data | https://cloud.google.com/bigquery/docs/elt-tutorial-marketing |
| Introduction | https://cloud.google.com/bigquery/docs/query-overview |
| Search for resources | https://cloud.google.com/bigquery/docs/search-resources |
| Create queries with table explorer | https://cloud.google.com/bigquery/docs/table-explorer |
| Profile your data | https://cloud.google.com/bigquery/docs/data-profile-scan |
| Generate data insights | https://cloud.google.com/bigquery/docs/data-insights |
| Analyze with a data canvas | https://cloud.google.com/bigquery/docs/data-canvas |
| Analyze data with Gemini | https://cloud.google.com/bigquery/docs/gemini-analyze-data |
| Analyze data with the Gemini CLI | https://cloud.google.com/bigquery/docs/develop-with-gemini-cli |
| Run a query | https://cloud.google.com/bigquery/docs/running-queries |
| Write queries with Gemini | https://cloud.google.com/bigquery/docs/write-sql-gemini |
| Write query results | https://cloud.google.com/bigquery/docs/writing-results |
| Introduction | https://cloud.google.com/bigquery/docs/introduction-sql |
| Arrays | https://cloud.google.com/bigquery/docs/arrays |
| JSON data | https://cloud.google.com/bigquery/docs/json-data |
| Multi-statement queries | https://cloud.google.com/bigquery/docs/multi-statement-queries |
| Parameterized queries | https://cloud.google.com/bigquery/docs/parameterized-queries |
| Pipe syntax | https://cloud.google.com/bigquery/docs/pipe-syntax-guide |
| Analyze data using pipe syntax | https://cloud.google.com/bigquery/docs/analyze-data-pipe-syntax |
| Recursive CTEs | https://cloud.google.com/bigquery/docs/recursive-ctes |
| Sketches | https://cloud.google.com/bigquery/docs/sketches |
| Table sampling | https://cloud.google.com/bigquery/docs/table-sampling |
| Time series | https://cloud.google.com/bigquery/docs/working-with-time-series |
| Transactions | https://cloud.google.com/bigquery/docs/transactions |
| Wildcard tables | https://cloud.google.com/bigquery/docs/querying-wildcard-tables |
| Introduction | https://cloud.google.com/bigquery/docs/geospatial-intro |
| Work with geospatial analytics | https://cloud.google.com/bigquery/docs/geospatial-data |
| Work with raster data | https://cloud.google.com/bigquery/docs/raster-data |
| Best practices for spatial analysis | https://cloud.google.com/bigquery/docs/best-practices-spatial-analysis |
| Visualize geospatial data | https://cloud.google.com/bigquery/docs/geospatial-visualize |
| Grid systems for spatial analysis | https://cloud.google.com/bigquery/docs/grid-systems-spatial-analysis |
| Geospatial analytics syntax reference | https://cloud.google.com/bigquery/docs/reference/standard-sql/geography_functions |
| Get started with geospatial analytics | https://cloud.google.com/bigquery/docs/geospatial-get-started |
| Use geospatial analytics to plot a hurricane's path | https://cloud.google.com/bigquery/docs/geospatial-tutorial-hurricane |
| Visualize geospatial analytics data in a Colab notebook | https://cloud.google.com/bigquery/docs/geospatial-visualize-colab |
| Use raster data to analyze temperature | https://cloud.google.com/bigquery/docs/raster-tutorial-weather |
| Search indexed data | https://cloud.google.com/bigquery/docs/search |
| Work with text analyzers | https://cloud.google.com/bigquery/docs/text-analysis-search |
| Access historical data | https://cloud.google.com/bigquery/docs/access-historical-data |
| Introduction | https://cloud.google.com/bigquery/docs/saved-queries-introduction |
| Create saved queries | https://cloud.google.com/bigquery/docs/work-with-saved-queries |
| Introduction | https://cloud.google.com/bigquery/docs/continuous-queries-introduction |
| Create continuous queries | https://cloud.google.com/bigquery/docs/continuous-queries |
| Use cached results | https://cloud.google.com/bigquery/docs/cached-results |
| Introduction | https://cloud.google.com/bigquery/docs/sessions-intro |
| Work with sessions | https://cloud.google.com/bigquery/docs/sessions |
| Write queries in sessions | https://cloud.google.com/bigquery/docs/sessions-write-queries |
| Troubleshoot queries | https://cloud.google.com/bigquery/docs/troubleshoot-queries |
| Introduction | https://cloud.google.com/bigquery/docs/best-practices-performance-overview |
| Use the query plan explanation | https://cloud.google.com/bigquery/docs/query-plan-explanation |
| Get query performance insights | https://cloud.google.com/bigquery/docs/query-insights |
| Optimize query computation | https://cloud.google.com/bigquery/docs/best-practices-performance-compute |
| Use history-based optimizations | https://cloud.google.com/bigquery/docs/history-based-optimizations |
| Optimize storage for query performance | https://cloud.google.com/bigquery/docs/best-practices-storage |
| Use materialized views | https://cloud.google.com/bigquery/docs/materialized-views-use |
| Use BI Engine | https://cloud.google.com/bigquery/docs/bi-engine-query |
| Use nested and repeated data | https://cloud.google.com/bigquery/docs/best-practices-performance-nested |
| Optimize functions | https://cloud.google.com/bigquery/docs/best-practices-performance-functions |
| Use the advanced runtime | https://cloud.google.com/bigquery/docs/advanced-runtime |
| Use primary and foreign keys | https://cloud.google.com/bigquery/docs/primary-foreign-keys |
| Paginate with the BigQuery API | https://cloud.google.com/bigquery/docs/paging-results |
| Introduction | https://cloud.google.com/bigquery/docs/analyze-multimodal-data |
| Analyze multimodal data with SQL and Python UDFs | https://cloud.google.com/bigquery/docs/multimodal-data-sql-tutorial |
| Analyze multimodal data with BigQuery DataFrames | https://cloud.google.com/bigquery/docs/multimodal-data-dataframes-tutorial |
| Overview | https://cloud.google.com/bigquery/docs/conversational-analytics |
| Create data agents | https://cloud.google.com/bigquery/docs/create-data-agents |
| Analyze data with conversations | https://cloud.google.com/bigquery/docs/create-conversations |
| Query Amazon S3 data | https://cloud.google.com/bigquery/docs/query-aws-data |
| Export query results to Amazon S3 | https://cloud.google.com/bigquery/docs/omni-aws-export-results-to-s3 |
| Query Apache Iceberg data | https://cloud.google.com/bigquery/docs/query-iceberg-data |
| Query open table formats with manifests | https://cloud.google.com/bigquery/docs/query-open-table-format-using-manifest-files |
| Query Azure Blob Storage data | https://cloud.google.com/bigquery/docs/query-azure-data |
| Export query results to Azure Blob Storage | https://cloud.google.com/bigquery/docs/omni-azure-export-results-to-azure-storage |
| Query Cloud Bigtable data | https://cloud.google.com/bigquery/docs/external-data-bigtable |
| Query Cloud Storage data in BigLake tables | https://cloud.google.com/bigquery/docs/query-cloud-storage-using-biglake |
| Query Cloud Storage data in external tables | https://cloud.google.com/bigquery/docs/query-cloud-storage-data |
| Work with Salesforce Data Cloud data | https://cloud.google.com/bigquery/docs/salesforce-quickstart |
| Query Google Drive data | https://cloud.google.com/bigquery/docs/query-drive-data |
| Create AWS Glue federated datasets | https://cloud.google.com/bigquery/docs/glue-federated-datasets |
| Create Spanner external datasets | https://cloud.google.com/bigquery/docs/spanner-external-datasets |
| Federated queries | https://cloud.google.com/bigquery/docs/federated-queries-intro |
| Query SAP Datasphere data | https://cloud.google.com/bigquery/docs/sap-datasphere-federated-queries |
| Query AlloyDB data | https://cloud.google.com/bigquery/docs/alloydb-federated-queries |
| Query Spanner data | https://cloud.google.com/bigquery/docs/spanner-federated-queries |
| Query Cloud SQL data | https://cloud.google.com/bigquery/docs/cloud-sql-federated-queries |
| Introduction | https://cloud.google.com/bigquery/docs/programmatic-analysis |
| Introduction | https://cloud.google.com/bigquery/docs/notebooks-introduction |
| Create notebooks | https://cloud.google.com/bigquery/docs/create-notebooks |
| Explore query results | https://cloud.google.com/bigquery/docs/explore-data-colab |
| Visualize query results | https://cloud.google.com/bigquery/docs/visualize-data-colab |
| Use Spark | https://cloud.google.com/bigquery/docs/use-spark |
| Use Colab Data Science Agent | https://cloud.google.com/bigquery/docs/colab-data-science-agent |
| Introduction | https://cloud.google.com/bigquery/docs/bigquery-dataframes-introduction |
| Use DataFrames | https://cloud.google.com/bigquery/docs/use-bigquery-dataframes |
| Use the data type system | https://cloud.google.com/bigquery/docs/dataframes-data-types |
| Manage sessions and I/O | https://cloud.google.com/bigquery/docs/dataframes-sessions-io |
| Visualize graphs | https://cloud.google.com/bigquery/docs/dataframes-visualizations |
| Use DataFrames in dbt | https://cloud.google.com/bigquery/docs/dataframes-dbt |
| Optimize performance | https://cloud.google.com/bigquery/docs/dataframes-performance |
| Use the BigQuery JupyterLab plugin | https://cloud.google.com/bigquery/docs/jupyterlab-plugin |
| Use open source Python libraries | https://cloud.google.com/bigquery/docs/python-libraries |
| Introduction | https://cloud.google.com/bigquery/docs/data-analysis-tools-intro |
| Use Connected Sheets | https://cloud.google.com/bigquery/docs/connected-sheets |
| Use Tableau Desktop | https://cloud.google.com/bigquery/docs/analyze-data-tableau |
| Use Looker | https://cloud.google.com/bigquery/docs/looker |
| Use Looker Studio | https://cloud.google.com/bigquery/docs/visualize-looker-studio |
| Use third-party tools | https://cloud.google.com/bigquery/docs/third-party-integration |
| Overview | https://cloud.google.com/bigquery/docs/bigquery-ready-overview |
| Partners | https://cloud.google.com/bigquery/docs/bigquery-ready-partners |
| Introduction | https://cloud.google.com/bigquery/docs/ai-introduction |
| Overview | https://cloud.google.com/bigquery/docs/generative-ai-overview |
| End-to-end user journeys for generative AI models | https://cloud.google.com/bigquery/docs/e2e-journey-genai |
| Choose a text generation function | https://cloud.google.com/bigquery/docs/choose-text-generation-function |
| Set permissions for generative AI functions | https://cloud.google.com/bigquery/docs/permissions-for-ai-functions |
| Overview | https://cloud.google.com/bigquery/docs/ai-application-overview |
| Choose a natural language processing function | https://cloud.google.com/bigquery/docs/choose-ml-text-function |
| Choose a document processing function | https://cloud.google.com/bigquery/docs/choose-document-processing-function |
| Generate text using AI.GENERATE_TEXT and Gemini | https://cloud.google.com/bigquery/docs/generate-text-tutorial-gemini |
| Generate text using AI.GENERATE_TEXT and Gemma | https://cloud.google.com/bigquery/docs/generate-text-tutorial-gemma |
| Generate text using AI.GENERATE_TEXT and any supported model | https://cloud.google.com/bigquery/docs/generate-text |
| Generate text using AI.GENERATE | https://cloud.google.com/bigquery/docs/generate-text-scalar |
| Handle quota errors by calling ML.GENERATE_TEXT iteratively | https://cloud.google.com/bigquery/docs/iterate-generate-text-calls |
| Analyze images with a Gemini model | https://cloud.google.com/bigquery/docs/image-analysis |
| Perform semantic analysis with managed AI functions | https://cloud.google.com/bigquery/docs/semantic-analysis |
| Tune a model using your data | https://cloud.google.com/bigquery/docs/generate-text-tuning |
| Use tuning and evaluation to improve model performance | https://cloud.google.com/bigquery/docs/tune-evaluate |
| Generate structured data | https://cloud.google.com/bigquery/docs/generate-table |
| Understand text | https://cloud.google.com/bigquery/docs/understand-text |
| Translate text | https://cloud.google.com/bigquery/docs/translate-text |
| Process documents | https://cloud.google.com/bigquery/docs/process-document |
| Parse PDFs in a retrieval-augmented generation pipeline | https://cloud.google.com/bigquery/docs/rag-pipeline-pdf |
| Transcribe audio files | https://cloud.google.com/bigquery/docs/transcribe |
| Annotate images | https://cloud.google.com/bigquery/docs/annotate-image |
| Run inference on image data | https://cloud.google.com/bigquery/docs/object-table-inference |
| Analyze images with an imported classification model | https://cloud.google.com/bigquery/docs/inference-tutorial-resnet |
| Analyze images with an imported feature vector model | https://cloud.google.com/bigquery/docs/inference-tutorial-mobilenet |
| Overview | https://cloud.google.com/bigquery/docs/vector-search-intro |
| Automate embedding generation | https://cloud.google.com/bigquery/docs/autonomous-embedding-generation |
| Generate text embeddings using an LLM | https://cloud.google.com/bigquery/docs/generate-text-embedding |
| Generate text embeddings using an open model | https://cloud.google.com/bigquery/docs/generate-text-embedding-tutorial-open-models |
| Generate image embeddings using an LLM | https://cloud.google.com/bigquery/docs/generate-visual-content-embedding |
| Generate video embeddings using an LLM | https://cloud.google.com/bigquery/docs/generate-video-embedding |
| Handle quota errors by calling ML.GENERATE_EMBEDDING iteratively | https://cloud.google.com/bigquery/docs/iterate-generate-embedding-calls |
| Generate and search multimodal embeddings | https://cloud.google.com/bigquery/docs/generate-multimodal-embeddings |
| Generate text embeddings using pretrained TensorFlow models | https://cloud.google.com/bigquery/docs/generate-embedding-with-tensorflow-models |
| Generate embeddings with transformer models in ONNX format | https://cloud.google.com/bigquery/docs/generate-embeddings-onnx-format |
| Search embeddings with vector search | https://cloud.google.com/bigquery/docs/vector-search |
| Perform semantic search and retrieval-augmented generation | https://cloud.google.com/bigquery/docs/vector-index-text-search-tutorial |
| Gemini in BigQuery overview | https://cloud.google.com/bigquery/docs/gemini-overview |
| Set up Gemini in BigQuery | https://cloud.google.com/bigquery/docs/gemini-set-up |
| Security and privacy | https://cloud.google.com/bigquery/docs/gemini-security-privacy-compliance |
| Introduction | https://cloud.google.com/bigquery/docs/bqml-introduction |
| End-to-end user journeys for ML models | https://cloud.google.com/bigquery/docs/e2e-journey |
| End-to-end user journeys for imported models | https://cloud.google.com/bigquery/docs/e2e-journey-import |
| Model creation | https://cloud.google.com/bigquery/docs/model-overview |
| Feature preprocessing overview | https://cloud.google.com/bigquery/docs/preprocess-overview |
| Supported input feature types | https://cloud.google.com/bigquery/docs/input-feature-types |
| Automatic preprocessing | https://cloud.google.com/bigquery/docs/auto-preprocessing |
| Manual preprocessing | https://cloud.google.com/bigquery/docs/manual-preprocessing |
| Feature serving | https://cloud.google.com/bigquery/docs/feature-serving |
| Perform feature engineering with the TRANSFORM clause | https://cloud.google.com/bigquery/docs/bigqueryml-transform |
| Hyperparameter tuning overview | https://cloud.google.com/bigquery/docs/hp-tuning-overview |
| Model evaluation overview | https://cloud.google.com/bigquery/docs/evaluate-overview |
| Model inference overview | https://cloud.google.com/bigquery/docs/inference-overview |
| Explainable AI overview | https://cloud.google.com/bigquery/docs/xai-overview |
| Model weights overview | https://cloud.google.com/bigquery/docs/weights-overview |
| ML pipelines overview | https://cloud.google.com/bigquery/docs/ml-pipelines-overview |
| Model monitoring overview | https://cloud.google.com/bigquery/docs/model-monitoring-overview |
| Manage BigQueryML models in Vertex AI | https://cloud.google.com/bigquery/docs/managing-models-vertex |
| Classification | https://cloud.google.com/bigquery/docs/classification-overview |
| Regression | https://cloud.google.com/bigquery/docs/regression-overview |
| Dimensionality reduction | https://cloud.google.com/bigquery/docs/dimensionality-reduction-overview |
| Clustering | https://cloud.google.com/bigquery/docs/clustering-overview |
| Recommendation | https://cloud.google.com/bigquery/docs/recommendation-overview |
| Anomaly detection | https://cloud.google.com/bigquery/docs/anomaly-detection-overview |
| Overview | https://cloud.google.com/bigquery/docs/forecasting-overview |
| End-to-end user journeys for forecasting models | https://cloud.google.com/bigquery/docs/e2e-journey-forecast |
| The TimesFM time series forecasting model | https://cloud.google.com/bigquery/docs/timesfm-model |
| Contribution analysis | https://cloud.google.com/bigquery/docs/contribution-analysis |
| Get started with BigQuery ML using SQL | https://cloud.google.com/bigquery/docs/create-machine-learning-model |
| Get started with BigQuery ML using the Cloud console | https://cloud.google.com/bigquery/docs/create-machine-learning-model-console |
| Create a linear regression model | https://cloud.google.com/bigquery/docs/linear-regression-tutorial |
| Create a logistic regression classification model | https://cloud.google.com/bigquery/docs/logistic-regression-prediction |
| Create a boosted trees classification model | https://cloud.google.com/bigquery/docs/boosted-tree-classifier-tutorial |
| Cluster data with a k-means model | https://cloud.google.com/bigquery/docs/kmeans-tutorial |
| Create recommendations based on explicit feedback with a matrix factorization model | https://cloud.google.com/bigquery/docs/bigqueryml-mf-explicit-tutorial |
| Create recommendations based on implicit feedback with a matrix factorization model | https://cloud.google.com/bigquery/docs/bigqueryml-mf-implicit-tutorial |
| Anomaly detection with a multivariate time series | https://cloud.google.com/bigquery/docs/time-series-anomaly-detection-tutorial |
| Make predictions with imported TensorFlow models | https://cloud.google.com/bigquery/docs/making-predictions-with-imported-tensorflow-models |
| Make predictions with scikit-learn models in ONNX format | https://cloud.google.com/bigquery/docs/making-predictions-with-sklearn-models-in-onnx-format |
| Make predictions with PyTorch models in ONNX format | https://cloud.google.com/bigquery/docs/making-predictions-with-pytorch-models-in-onnx-format |
| Make predictions with remote models on Vertex AI | https://cloud.google.com/bigquery/docs/bigquery-ml-remote-model-tutorial |
| Improve model performance with hyperparameter tuning | https://cloud.google.com/bigquery/docs/hyperparameter-tuning-tutorial |
| Export a BigQuery ML model for online prediction | https://cloud.google.com/bigquery/docs/export-model-tutorial |
| Forecast a single time series with an ARIMA_PLUS univariate model | https://cloud.google.com/bigquery/docs/arima-single-time-series-forecasting-tutorial |
| Forecast multiple time series with an ARIMA_PLUS univariate model | https://cloud.google.com/bigquery/docs/arima-multiple-time-series-forecasting-tutorial |
| Forecast time series with a TimesFM univariate model | https://cloud.google.com/bigquery/docs/timesfm-time-series-forecasting-tutorial |
| Scale an ARIMA_PLUS univariate model to millions of time series | https://cloud.google.com/bigquery/docs/arima-speed-up-tutorial |
| Forecast a single time series with a multivariate model | https://cloud.google.com/bigquery/docs/arima-plus-xreg-single-time-series-forecasting-tutorial |
| Forecast multiple time series with a multivariate model | https://cloud.google.com/bigquery/docs/arima-plus-xreg-multiple-time-series-forecasting-tutorial |
| Use custom holidays with an ARIMA_PLUS univariate model | https://cloud.google.com/bigquery/docs/time-series-forecasting-holidays-tutorial |
| Limit forecasted values for an ARIMA_PLUS univariate model | https://cloud.google.com/bigquery/docs/arima-time-series-forecasting-with-limits-tutorial |
| Forecast hierarchical time series with an ARIMA_PLUS univariate model | https://cloud.google.com/bigquery/docs/arima-time-series-forecasting-with-hierarchical-time-series |
| Get data insights from contribution analysis using a summable metric | https://cloud.google.com/bigquery/docs/get-contribution-analysis-insights |
| Get data insights from contribution analysis using a summable ratio metric | https://cloud.google.com/bigquery/docs/get-contribution-analysis-insights-sum-ratio |
| List models | https://cloud.google.com/bigquery/docs/listing-models |
| Manage models | https://cloud.google.com/bigquery/docs/managing-models |
| Get model metadata | https://cloud.google.com/bigquery/docs/getting-model-metadata |
| Update model metadata | https://cloud.google.com/bigquery/docs/updating-model-metadata |
| Export models | https://cloud.google.com/bigquery/docs/exporting-models |
| Delete models | https://cloud.google.com/bigquery/docs/deleting-models |
| Reference patterns | https://cloud.google.com/bigquery/docs/reference-patterns |
| Introduction | https://cloud.google.com/bigquery/docs/admin-intro |
| Organize resources | https://cloud.google.com/bigquery/docs/resource-hierarchy |
| Understand reliability | https://cloud.google.com/bigquery/docs/reliability-intro |
| Manage data preparations | https://cloud.google.com/bigquery/docs/manage-data-preparations |
| Manage notebooks | https://cloud.google.com/bigquery/docs/manage-notebooks |
| Manage saved queries | https://cloud.google.com/bigquery/docs/manage-saved-queries |
| Manage pipelines | https://cloud.google.com/bigquery/docs/manage-pipelines |
| Introduction | https://cloud.google.com/bigquery/docs/code-asset-folders |
| Create and manage folders | https://cloud.google.com/bigquery/docs/create-manage-folders |
| Manage tables | https://cloud.google.com/bigquery/docs/managing-tables |
| Manage table data | https://cloud.google.com/bigquery/docs/managing-table-data |
| Modify table schemas | https://cloud.google.com/bigquery/docs/managing-table-schemas |
| Restore deleted tables | https://cloud.google.com/bigquery/docs/restore-deleted-tables |
| Introduction | https://cloud.google.com/bigquery/docs/table-clones-intro |
| Create table clones | https://cloud.google.com/bigquery/docs/table-clones-create |
| Introduction | https://cloud.google.com/bigquery/docs/table-snapshots-intro |
| Create table snapshots | https://cloud.google.com/bigquery/docs/table-snapshots-create |
| Restore table snapshots | https://cloud.google.com/bigquery/docs/table-snapshots-restore |
| List table snapshots | https://cloud.google.com/bigquery/docs/table-snapshots-list |
| View table snapshot metadata | https://cloud.google.com/bigquery/docs/table-snapshots-metadata |
| Update table snapshot metadata | https://cloud.google.com/bigquery/docs/table-snapshots-update |
| Delete table snapshots | https://cloud.google.com/bigquery/docs/table-snapshots-delete |
| Create periodic table snapshots | https://cloud.google.com/bigquery/docs/table-snapshots-scheduled |
| Manage configuration settings | https://cloud.google.com/bigquery/docs/default-configuration |
| Manage datasets | https://cloud.google.com/bigquery/docs/managing-datasets |
| Update dataset properties | https://cloud.google.com/bigquery/docs/updating-datasets |
| Restore deleted datasets | https://cloud.google.com/bigquery/docs/restore-deleted-datasets |
| Manage materialized views | https://cloud.google.com/bigquery/docs/materialized-views-manage |
| Manage materialized view replicas | https://cloud.google.com/bigquery/docs/materialized-view-replicas-manage |
| Introduction | https://cloud.google.com/bigquery/docs/orchestrate-workloads |
| Schedule data preparations | https://cloud.google.com/bigquery/docs/orchestrate-data-preparations |
| Schedule notebooks | https://cloud.google.com/bigquery/docs/orchestrate-notebooks |
| Schedule pipelines | https://cloud.google.com/bigquery/docs/schedule-pipelines |
| Schedule DAGs | https://cloud.google.com/bigquery/docs/orchestrate-dags |
| Run jobs programmatically | https://cloud.google.com/bigquery/docs/running-jobs |
| Schedule queries | https://cloud.google.com/bigquery/docs/scheduling-queries |
| Introduction | https://cloud.google.com/bigquery/docs/reservations-intro |
| Understand slots | https://cloud.google.com/bigquery/docs/slots |
| Understand reservations | https://cloud.google.com/bigquery/docs/reservations-workload-management |
| Work with slot reservations | https://cloud.google.com/bigquery/docs/reservations-tasks |
| Manage assignments | https://cloud.google.com/bigquery/docs/reservations-assignments |
| Manage commitments | https://cloud.google.com/bigquery/docs/reservations-commitments |
| Manage jobs | https://cloud.google.com/bigquery/docs/managing-jobs |
| Manage query queues | https://cloud.google.com/bigquery/docs/query-queues |
| Estimate capacity requirements | https://cloud.google.com/bigquery/docs/slot-estimator |
| View slot recommendations | https://cloud.google.com/bigquery/docs/slot-recommender |
| Introduction to legacy reservations | https://cloud.google.com/bigquery/docs/reservations-intro-legacy |
| Legacy slot commitments | https://cloud.google.com/bigquery/docs/reservations-details-legacy |
| Purchase and manage legacy slot commitments | https://cloud.google.com/bigquery/docs/reservations-commitments-legacy |
| Work with legacy slot reservations | https://cloud.google.com/bigquery/docs/reservations-tasks-legacy |
| Introduction | https://cloud.google.com/bigquery/docs/bi-engine-intro |
| Reserve BI Engine capacity | https://cloud.google.com/bigquery/docs/bi-engine-reserve-capacity |
| Introduction | https://cloud.google.com/bigquery/docs/monitoring |
| Monitor resource utilization | https://cloud.google.com/bigquery/docs/admin-resource-charts |
| Monitor jobs | https://cloud.google.com/bigquery/docs/admin-jobs-explorer |
| Monitor sharing listings | https://cloud.google.com/bigquery/docs/analytics-hub-monitor-listings |
| Monitor BI Engine | https://cloud.google.com/bigquery/docs/bi-engine-monitor |
| Monitor Data Transfer Service | https://cloud.google.com/bigquery/docs/dts-monitor |
| Monitor materialized views | https://cloud.google.com/bigquery/docs/materialized-views-monitor |
| Monitor reservations | https://cloud.google.com/bigquery/docs/reservations-monitoring |
| Monitor continuous queries | https://cloud.google.com/bigquery/docs/continuous-queries-monitor |
| Dashboards, charts, and alerts | https://cloud.google.com/bigquery/docs/monitoring-dashboard |
| Set up alerts with scheduled queries | https://cloud.google.com/bigquery/docs/create-alert-scheduled-query |
| Estimate and control costs | https://cloud.google.com/bigquery/docs/best-practices-costs |
| Create custom query quotas | https://cloud.google.com/bigquery/docs/custom-quotas |
| Introduction | https://cloud.google.com/bigquery/docs/recommendations-intro |
| Manage cluster and partition recommendations | https://cloud.google.com/bigquery/docs/manage-partition-cluster-recommendations |
| Manage materialized view recommendations | https://cloud.google.com/bigquery/docs/manage-materialized-recommendations |
| Introduction | https://cloud.google.com/bigquery/docs/labels-intro |
| Add labels | https://cloud.google.com/bigquery/docs/adding-labels |
| View labels | https://cloud.google.com/bigquery/docs/viewing-labels |
| Update labels | https://cloud.google.com/bigquery/docs/updating-labels |
| Filter using labels | https://cloud.google.com/bigquery/docs/filtering-labels |
| Delete labels | https://cloud.google.com/bigquery/docs/deleting-labels |
| Introduction | https://cloud.google.com/bigquery/docs/data-governance |
| Scan for data quality issues | https://cloud.google.com/bigquery/docs/data-quality-scan |
| Data Catalog overview | https://cloud.google.com/bigquery/docs/data-catalog-overview |
| Work with Data Catalog | https://cloud.google.com/bigquery/docs/data-catalog |
| Introduction | https://cloud.google.com/bigquery/docs/access-control-intro |
| IAM roles and permissions | https://cloud.google.com/bigquery/docs/access-control |
| Changes to dataset-level access controls | https://cloud.google.com/bigquery/docs/dataset-access-control |
| Basic roles and permissions | https://cloud.google.com/bigquery/docs/access-control-basic-roles |
| Control access to resources with IAM | https://cloud.google.com/bigquery/docs/control-access-to-resources-iam |
| Control access with tags | https://cloud.google.com/bigquery/docs/tags |
| Control access with conditions | https://cloud.google.com/bigquery/docs/conditions |
| Control access with custom constraints | https://cloud.google.com/bigquery/docs/custom-constraints |
| Troubleshoot IAM permissions | https://cloud.google.com/bigquery/docs/troubleshoot-access-control |
| Authorized datasets | https://cloud.google.com/bigquery/docs/authorized-datasets |
| Authorized routines | https://cloud.google.com/bigquery/docs/authorized-routines |
| Authorized views | https://cloud.google.com/bigquery/docs/authorized-views |
| Create an authorized view | https://cloud.google.com/bigquery/docs/create-authorized-views |
| Control access with VPC service controls | https://cloud.google.com/bigquery/docs/vpc-sc |
| Regional endpoints | https://cloud.google.com/bigquery/docs/regional-endpoints |
| Introduction to column-level access control | https://cloud.google.com/bigquery/docs/column-level-security-intro |
| Restrict access with column-level access control | https://cloud.google.com/bigquery/docs/column-level-security |
| Impact on writes | https://cloud.google.com/bigquery/docs/column-level-security-writes |
| Introduction to row-level security | https://cloud.google.com/bigquery/docs/row-level-security-intro |
| Work with row-level security | https://cloud.google.com/bigquery/docs/managing-row-level-security |
| Use row-level security with other BigQuery features | https://cloud.google.com/bigquery/docs/using-row-level-security-with-features |
| Best practices for row-level security | https://cloud.google.com/bigquery/docs/best-practices-row-level-security |
| Manage policy tags across locations | https://cloud.google.com/bigquery/docs/managing-policy-tags-across-locations |
| Best practices for using policy tags | https://cloud.google.com/bigquery/docs/best-practices-policy-tags |
| Introduction to data masking | https://cloud.google.com/bigquery/docs/column-data-masking-intro |
| Mask column data | https://cloud.google.com/bigquery/docs/column-data-masking |
| Use differential privacy | https://cloud.google.com/bigquery/docs/differential-privacy |
| Extend differential privacy | https://cloud.google.com/bigquery/docs/extend-differential-privacy |
| Restrict data access using analysis rules | https://cloud.google.com/bigquery/docs/analysis-rules |
| Use Sensitive Data Protection | https://cloud.google.com/bigquery/docs/scan-with-dlp |
| Encryption at rest | https://cloud.google.com/bigquery/docs/encryption-at-rest |
| Customer-managed encryption keys | https://cloud.google.com/bigquery/docs/customer-managed-encryption |
| Column-level encryption with Cloud KMS | https://cloud.google.com/bigquery/docs/column-key-encrypt |
| AEAD encryption | https://cloud.google.com/bigquery/docs/aead-encryption-concepts |
| Introduction | https://cloud.google.com/bigquery/docs/analytics-hub-introduction |
| Manage data exchanges | https://cloud.google.com/bigquery/docs/analytics-hub-manage-exchanges |
| Manage listings | https://cloud.google.com/bigquery/docs/analytics-hub-manage-listings |
| Manage subscriptions | https://cloud.google.com/bigquery/docs/analytics-hub-manage-subscriptions |
| Configure user roles | https://cloud.google.com/bigquery/docs/analytics-hub-grant-roles |
| View and subscribe to listings | https://cloud.google.com/bigquery/docs/analytics-hub-view-subscribe-listings |
| Manage resources with custom constraints | https://cloud.google.com/bigquery/docs/analytics-hub-custom-constraints |
| Introduction | https://cloud.google.com/bigquery/docs/data-clean-rooms |
| Use query templates | https://cloud.google.com/bigquery/docs/query-templates |
| Introduction | https://cloud.google.com/bigquery/docs/entity-resolution-intro |
| Use entity resolution | https://cloud.google.com/bigquery/docs/entity-resolution-setup |
| VPC Service Controls for Sharing | https://cloud.google.com/bigquery/docs/analytics-hub-vpc-sc-rules |
| Stream sharing with Pub/Sub | https://cloud.google.com/bigquery/docs/analytics-hub-stream-sharing |
| Commercialize listings on Cloud Marketplace | https://cloud.google.com/bigquery/docs/analytics-hub-cloud-marketplace |
| Introduction | https://cloud.google.com/bigquery/docs/introduction-audit-workloads |
| Audit policy tags | https://cloud.google.com/bigquery/docs/auditing-policy-tags |
| View Data Policy audit logs | https://cloud.google.com/bigquery/docs/column-data-masking-audit-logging |
| Data Transfer Service audit logs | https://cloud.google.com/bigquery/docs/audit-logging |
| Sharing audit logs | https://cloud.google.com/bigquery/docs/analytics-hub-audit-logging |
| BigQuery audit logs reference | https://cloud.google.com/bigquery/docs/reference/auditlogs |
| Migrate audit logs | https://cloud.google.com/bigquery/docs/reference/auditlogs/migration |
| BigLake API audit logs | https://cloud.google.com/bigquery/docs/biglake-audit-logging |
| BigQuery Migration API audit logs | https://cloud.google.com/bigquery/docs/reference/auditlogs/audit-logging-bq-migration |
| Introduction | https://cloud.google.com/bigquery/docs/developer-overview |
| Introduction | https://cloud.google.com/bigquery/docs/authentication |
| Get started | https://cloud.google.com/bigquery/docs/authentication/getting-started |
| Authenticate as an end user | https://cloud.google.com/bigquery/docs/authentication/end-user-installed |
| Authenticate with JSON Web Tokens | https://cloud.google.com/bigquery/docs/json-web-tokens |
| Use the BigQuery remote MCP server | https://cloud.google.com/bigquery/docs/use-bigquery-mcp |
| Connect LLMs with MCP toolbox for databases | https://cloud.google.com/bigquery/docs/pre-built-tools-with-mcp-toolbox |
| Use the JDBC driver for BigQuery | https://cloud.google.com/bigquery/docs/jdbc-for-bigquery |
| Use Simba ODBC and JDBC drivers | https://cloud.google.com/bigquery/docs/reference/odbc-jdbc-drivers |
| Introduction | https://cloud.google.com/bigquery/docs/repository-intro |
| Create and manage repositories | https://cloud.google.com/bigquery/docs/repositories |
| Introduction | https://cloud.google.com/bigquery/docs/workspaces-intro |
| Create and manage workspaces | https://cloud.google.com/bigquery/docs/workspaces |
| Use the VS Code extension | https://cloud.google.com/bigquery/docs/vs-code-extension |
|
AI and ML
| https://cloud.google.com/docs/ai-ml |
|
Application development
| https://cloud.google.com/docs/application-development |
|
Application hosting
| https://cloud.google.com/docs/application-hosting |
|
Compute
| https://cloud.google.com/docs/compute-area |
|
Data analytics and pipelines
| https://cloud.google.com/docs/data |
|
Databases
| https://cloud.google.com/docs/databases |
|
Distributed, hybrid, and multicloud
| https://cloud.google.com/docs/dhm-cloud |
|
Generative AI
| https://cloud.google.com/docs/generative-ai |
|
Industry solutions
| https://cloud.google.com/docs/industry |
|
Networking
| https://cloud.google.com/docs/networking |
|
Observability and monitoring
| https://cloud.google.com/docs/observability |
|
Security
| https://cloud.google.com/docs/security |
|
Storage
| https://cloud.google.com/docs/storage |
|
Access and resources management
| https://cloud.google.com/docs/access-resources |
|
Costs and usage management
| https://cloud.google.com/docs/costs-usage |
|
Infrastructure as code
| https://cloud.google.com/docs/iac |
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Migration
| https://cloud.google.com/docs/migration |
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SDK, languages, frameworks, and tools
| https://cloud.google.com/docs/devtools |
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Home
| https://docs.cloud.google.com/ |
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Documentation
| https://docs.cloud.google.com/docs |
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Data analytics
| https://docs.cloud.google.com/docs/data |
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BigQuery
| https://docs.cloud.google.com/bigquery/docs |
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Guides
| https://docs.cloud.google.com/bigquery/docs/introduction |
| Gemini for Google Cloud | https://cloud.google.com/gemini/docs/overview |
| Generate data insights in BigQuery | https://cloud.google.com/bigquery/docs/data-insights |
| Analyze with
data canvas | https://cloud.google.com/bigquery/docs/data-canvas |
| Use the SQL generation tool | https://cloud.google.com/bigquery/docs/write-sql-gemini#use_the_sql_generation_tool |
| Prompt to generate SQL queries | https://cloud.google.com/bigquery/docs/write-sql-gemini#chat |
| Generate SQL queries with Gemini Cloud Assist | https://cloud.google.com/bigquery/docs/write-sql-gemini#chat |
| Preview | https://cloud.google.com/products#product-launch-stages |
| Convert comments to SQL | https://cloud.google.com/bigquery/docs/write-sql-gemini#natural_language |
| Preview | https://cloud.google.com/products#product-launch-stages |
| Complete a SQL query | https://cloud.google.com/bigquery/docs/write-sql-gemini#complete_a_sql_query |
| Preview | https://cloud.google.com/products#product-launch-stages |
| Explain a SQL query | https://cloud.google.com/bigquery/docs/write-sql-gemini#explain_a_sql_query |
| Generate Python code with the code generation tool | https://cloud.google.com/bigquery/docs/write-sql-gemini#generate_python_code |
| Generate Python code with Gemini Cloud Assist | https://cloud.google.com/bigquery/docs/write-sql-gemini#chat-python |
| Preview | https://cloud.google.com/products#product-launch-stages |
| Python code completion | https://cloud.google.com/bigquery/docs/write-sql-gemini#complete_python_code |
| Generate BigQuery DataFrames Python code | https://cloud.google.com/bigquery/docs/write-sql-gemini#dataframe |
| Preview | https://cloud.google.com/products#product-launch-stages |
| Prepare data with Gemini | https://cloud.google.com/bigquery/docs/data-prep-get-suggestions |
| Preview | https://cloud.google.com/products#product-launch-stages |
| interactive SQL translator | https://cloud.google.com/bigquery/docs/interactive-sql-translator |
| Create a translation
rule | https://cloud.google.com/bigquery/docs/interactive-sql-translator#create-apply-rules |
| How Gemini for Google Cloud uses your data | https://cloud.google.com/gemini/docs/discover/data-governance |
| Gemini for Google Cloud and responsible AI | https://cloud.google.com/gemini/docs/discover/responsible-ai |
| Security, privacy, and compliance for Gemini in BigQuery | https://cloud.google.com/bigquery/docs/gemini-security-privacy-compliance |
| compliance offerings that aren't supported by Gemini for Google Cloud | https://cloud.google.com/gemini/docs/discover/certifications |
| Turn off Gemini for Google Cloud products | https://cloud.google.com/gemini/docs/turn-off-gemini |
| Gemini for Google Cloud pricing | https://cloud.google.com/products/gemini/pricing |
| Gemini for Google Cloud quotas and limits | https://cloud.google.com/gemini/docs/quotas |
| set up Gemini in BigQuery | https://cloud.google.com/bigquery/docs/gemini-set-up |
| generate data insights | https://cloud.google.com/bigquery/docs/data-insights#insights-bigquery-table |
| create a data canvas or use data canvas | https://cloud.google.com/bigquery/docs/data-canvas#work-with-data-canvas |
| SQL
queries | https://cloud.google.com/bigquery/docs/write-sql-gemini#generate_a_sql_query |
| Python
code | https://cloud.google.com/bigquery/docs/write-sql-gemini#complete_python_code |
| comments
in code | https://cloud.google.com/bigquery/docs/write-sql-gemini#generate_sql_from_a_comment |
| SQL generation
tool | https://cloud.google.com/bigquery/docs/write-sql-gemini#use_the_sql_generation_tool |
| suggestions with autocomplete while
typing | https://cloud.google.com/bigquery/docs/write-sql-gemini#complete_a_sql_query |
| Open the data preparation editor in BigQuery | https://cloud.google.com/bigquery/docs/data-prep-get-suggestions#open-data-prep-editor |
| Set up Gemini in BigQuery | https://cloud.google.com/bigquery/docs/gemini-set-up |
| Customer Data | https://cloud.google.com/terms/data-processing-addendum |
| Security, privacy, and compliance for Gemini
in BigQuery | https://cloud.google.com/gemini/docs/bigquery/security-privacy-compliance |
| Gemini serving locations | https://cloud.google.com/gemini/docs/locations |
| release notes | https://cloud.google.com/gemini/docs/release-notes |
| set up Gemini in BigQuery | https://cloud.google.com/bigquery/docs/gemini-set-up |
| write queries with Gemini assistance | https://cloud.google.com/bigquery/docs/write-sql-gemini |
| Google Cloud compliance | https://cloud.google.com/security/compliance |
| security, privacy, and compliance for Gemini in BigQuery | https://cloud.google.com/bigquery/docs/gemini-security-privacy-compliance |
| how Gemini for Google Cloud uses your data | https://cloud.google.com/gemini/docs/discover/data-governance |
| Creative Commons Attribution 4.0 License | https://creativecommons.org/licenses/by/4.0/ |
| Apache 2.0 License | https://www.apache.org/licenses/LICENSE-2.0 |
| Google Developers Site Policies | https://developers.google.com/site-policies |
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See all products
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Google Cloud pricing
| https://cloud.google.com/pricing/ |
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Google Cloud Marketplace
| https://cloud.google.com/marketplace/ |
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Contact sales
| https://cloud.google.com/contact/ |
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Community forums
| https://discuss.google.dev/c/google-cloud/14/ |
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Support
| https://cloud.google.com/support-hub/ |
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Release Notes
| https://docs.cloud.google.com/release-notes |
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System status
| https://status.cloud.google.com |
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GitHub
| https://github.com/googlecloudPlatform/ |
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Getting Started with Google Cloud
| https://cloud.google.com/docs/get-started/ |
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Code samples
| https://cloud.google.com/docs/samples |
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Cloud Architecture Center
| https://cloud.google.com/architecture/ |
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Training and Certification
| https://cloud.google.com/learn/training/ |
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Blog
| https://cloud.google.com/blog/ |
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Events
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X (Twitter)
| https://x.com/googlecloud |
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Google Cloud on YouTube
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Google Cloud Tech on YouTube
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About Google
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Privacy
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Site terms
| https://policies.google.com/terms?hl=en |
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Google Cloud terms
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Manage cookies
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