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GeezerVison is showing docs.cloud.google.com — Data analytics | Google Cloud Documentation

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Introduction to Big‍Query

Learn how BigQuery helps organizations to get insights into their data.open_in_new
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Data and analytics resources

Plan your approach with Architecture Center resources across a variety of data and analytics topics.open_in_new
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Data analyst learning path

Study Google Cloud technologies essential to the data analyst role.open_in_new
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BI and analytics with Looker learning path

Study how to explore data in Looker and set up self-serve analytics for your users.open_in_new
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Gemini Enterprise Agent Ready

Go from prototyping with Gemini to deploying secure, enterprise-grade agents with hands-on training and guidance from Google experts.open_in_new
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Decision tree for data and analytics workloads

Choose the services to run your data and analytics workloads.open_in_new

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.

BigQuery

Understand your data using a fully managed, highly scalable data platform with built-in machine learning (ML).

Knowledge Catalog

Ground agents by providing AI-powered, high-quality context for enterprise data assets.

Data analysis

Get business intelligence in real time, built on governed data, that offers repeatable analysis and inspires in-depth understanding of the data.

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BigQuery analytics

Maximize your data analysis investments when running analytic queries on large datasets.

Looker

Access, analyze, and act on an up-to-date, trusted version of your data.

Data Studio

Tell great data stories to support better business decisions.

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.

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Unified governance in Big‍Query

Enable intelligent data management with unified metadata and governance and security policies.
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BigQuery sharing

Share data and insights at scale across organizational boundaries with a robust security and privacy framework.

Knowledge Catalog

Ground agents by providing AI-powered, high-quality context for enterprise data assets.

Sensitive Data Protection

Discover and redact sensitive data.

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.

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BigQuery Data Transfer Service

Automate data ingestion at scale into BigQuery without writing code, on a scheduled or ad hoc basis.

Cloud Data Fusion

Quickly build and manage data pipelines using fully managed, code-free data integration with a graphical interface.

Cloud FTP

Securely move data in and out of Cloud Storage by using SSH File Transfer Protocol (SFTP).

Dataform

Get an end-to-end experience that helps data teams build, version control, and orchestrate SQL pipelines in BigQuery.

Datastream

Use a serverless and easy-to-use change data capture (CDC) and replication service for real-time data ingestion.

Managed Service for Apache Airflow

Create, schedule, monitor, and manage workflows using a fully managed orchestration service built on Apache Airflow.

Storage Transfer Service

Transfer data between Cloud Storage services such as AWS S3 and Cloud Storage.

Transfer Appliance

Ship large volumes of data to Google Cloud using rackable storage.
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Orchestration Pipelines

A unified, declarative orchestration and automated deployment framework optimized for seamlessly managing data and AI pipelines on Google Cloud.

Data lakehouses

Build an open, managed, high-performance lakehouse that provides a single source of truth, eliminating data duplication and ensuring consistent insights.

Lakehouse

Unite Google Cloud and open source services to create a lakehouse for advanced analytics and AI.

Data migration

Migrate your lakehouse or warehouse to BigQuery with easy to use tools powered by Gemini that assist in every phase of migration.

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Overview: Migrate data warehouses to BigQuery

Learn about general concepts and a framework that you can use to organize and structure your migration to BigQuery.
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BigQuery Migration Service

Learn about the BigQuery Migration Service, which is a comprehensive solution for migrating your data warehouse or lakehouse to BigQuery.

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.

Dataflow

Develop real-time batch and streaming data processing pipelines.

Managed Service for Apache Spark

Perform batch processing, querying, and streaming using a managed Apache Spark and Apache Hadoop service.

Dataproc Metastore (Deprecated)

A fully managed Apache Hive metastore (HMS) that runs on Google Cloud.

Streaming

Ingest, process, and analyze event streams in real time, and generate actionable, real-time insights.

Dataflow

Develop real-time batch and streaming data processing pipelines.

Google Cloud Managed Service for Apache Kafka

Use a managed cloud service that lets you ingest Apache Kafka streams directly into Google Cloud.

Pub/Sub

Ingest event streams from anywhere, at any scale.

AI and ML

Seamlessly integrate the power of generative AI and machine learning directly within your data to unlock deeper insights.

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BigQuery ML

Build and train machine learning (ML) models directly using SQL queries.

Dataflow

Deploy and manage complete machine learning (ML) pipelines.

Gemini in Big‍Query

Use AI-powered assistance to help you work with your data in BigQuery.

Gemini in Looker

Get AI-powered assistance to help you work with your data in Looker.
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Google Cloud Data Agent Kit

Manage your datasets, run queries, and deploy data pipelines directly from your preferred IDE or CLI.

Knowledge Catalog

Ground agents by providing AI-powered, high-quality context for enterprise data assets.

Related products, guides, and sites

Vertex AI

Build and use generative AI using a fully managed, unified AI development platform.

Blockchain Analytics

Get indexed blockchain data made available through BigQuery for easy analysis through SQL.

Cortex Framework (open source)

Get reference architectures, packaged solution deployment content, and integration services to kickstart your data and AI cloud journey with open source Cortex Framework.
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Earth Engine

Learn about Google Earth Engine, which is a geospatial processing service. With Earth Engine, you can perform geospatial processing at scale, powered by Google Cloud.

Manufacturing Data Engine

Use an end-to-end solution that delivers scalable and seamless connectivity between the factory floor and the cloud.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2026-11-10 UTC.
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