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Data and analytics topics

Data Analytics

Analyze and ingest data, predict business outcomes, and build data pipelines.
MongoDB Atlas (pay-as-you-go)
MongoDB Inc.
Get started for free with Atlas, the best way to run MongoDB on Google Cloud
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Streaming data analytics
Dataflow
Streaming analytics for stream and batch processing.
Event ingestion
Pub/Sub
Messaging service for event ingestion and delivery.
Data governance
Dataplex
Intelligent data fabric for unified data management across distributed data silos.
Data transformation pipeline
Dataform
Build, version control, and deploy SQL workflows in BigQuery.
Managed Spark and Hadoop service
Dataproc
Service for running Apache Spark and Apache Hadoop clusters.
Data integration
Cloud Data Fusion
Data integration for building and managing data pipelines.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Geospatial data catalog
Earth Engine
Geospatial platform for Earth observation data and analysis.
Storage engine
BigLake
Storage engine for unifying data warehouses and lakes.
Data capture and replication service
Datastream
Serverless change data capture and replication service.
Elastic Cloud (Elasticsearch Service)
Elastic
Elastic is the search-powered AI platform for search applications, observability, and security.
Telecom data management and analytics
Telecom Data Fabric
Telecom data management and analytics with an automated approach.

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Product launch stages

At Preview, products or features are ready for testing by customers. Preview offerings are often publicly announced, but are not necessarily feature-complete, and no SLAs or technical support commitments are provided for these. Unless stated otherwise by Google, Preview offerings are intended for use in test environments only. The average Preview stage lasts about six months.

General Availability products and features are open to all customers, ready for production use, and covered by a Google Cloud SLA, where applicable. Google typically supports General Availability products and features through APIs, CLIs, and the Google Cloud Console, except in unusual circumstances where providing one or more of the foregoing capabilities is unreasonable in the context of the particular product or feature.

Deprecated features are scheduled to be shut down and removed. For more information, see the "Discontinuation of Services" section of the Google Cloud Platform Terms of Service.

Early access: Early access features are limited to a closed group of testers for a limited subset of launches. Participation is by invitation only and may require signing a pre-general-availability agreement, including confidentiality provisions. These features may be unstable, change in backward-incompatible ways, and are not guaranteed to be released. There are no SLAs provided and no technical support obligations. Early access releases are rare and focus on validating product prototypes.

Alpha: Alpha is a limited-availability test before releases are cleared for more widespread use. Our focus with alpha testing is to verify functionality and gather feedback from a limited set of customers. Typically, alpha participation is by invitation and subject to pre-general-availability terms. Alpha releases don't have to be feature complete, no SLAs are provided, and there are no technical support obligations. However, alphas are generally suitable for use in test environments. The alpha phase usually lasts six months.

Beta: At beta, products or features are ready for broader customer testing and use. Betas are often publicly announced. There are no SLAs or technical support obligations in a beta release unless otherwise specified in product terms or the terms of a particular beta program. The average beta phase lasts about six months.

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