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Learn with us at our weekly demos and see dbt Cloud in action! Monday, Oct 16, 2023: Join data practitioners worldwide at Coalesce 2023! Wednesday, Jun 21, 2023: Taming the Chaos of Data Democracy | Register now! * Login Search... * Product OVERVIEW WHAT IS DBT? dbt is an intuitive, collaborative platform that lets you reliably transform data using SQL and Python code. Learn more BY USE CASE * For Data Modeling Create modular data models you can reuse and build upon * For Data Testing Test before production to ship reliable, accurate data * For Data Documentation Automate your documentation for ease and accessibility IMPLEMENTATION * Semantic Layer * Integrations * Enterprise * Success Stories * Product Tour * Docs * Documentation Find resources in this collection of dbt guides and user forums * Core Concepts Grasp dbt’s technical basics by exploring these core concepts * Getting Started Guide Start using dbt with this series of step-by-step tutorials PLATFORMS * BigQuery * Databricks * Redshift * Snowflake * Starburst View all * Company * Who We Are Meet our leadership team and read the latest news about dbt * Our Values Learn about the values that fuel dbt and shape our direction * Diversity, Equity & Inclusion Read about our commitment to inclusivity and diverse voices * Find a Partner Find collaborative Partners in our searchable database * Become a Partner Join the dbt Partner program for valuable benefits and trainings * Services Let our experts help your team with customized guidance * Learn RESOURCES * Developer Blog Read use cases and gain insights from the dbt Community * Blog Catch up the latest dbt news, product updates, and events * Resource Hub Explore a centralized collection of tutorials and case studies * Training Attend a free course to learn dbt in a structured and guided way * Certification Validate your skills with an official dbt Certification * Events & Meetups Attend meetups, conferences, and demos in person and online * Community * About the Community Learn about the benefits of the dbt Community * Join the dbt Community Sign up to meet new peers and share what you know * Discourse Forum Ask questions and learn from other dbt practitioners * Pricing * Book a demo * Create a free account * Book a demo * Create a free account * Login WHAT IS DBT? DBT™ IS A SQL-FIRST TRANSFORMATION WORKFLOW THAT LETS TEAMS QUICKLY AND COLLABORATIVELY DEPLOY ANALYTICS CODE FOLLOWING SOFTWARE ENGINEERING BEST PRACTICES LIKE MODULARITY, PORTABILITY, CI/CD, AND DOCUMENTATION. NOW ANYONE ON THE DATA TEAM CAN SAFELY CONTRIBUTE TO PRODUCTION-GRADE DATA PIPELINES. Create a free account Book a demo HOW DBT WORKS VERSION CONTROL AND CI/CD Deploy safely using dev environments. Git-enabled version control enables collaboration and a return to previous states. TEST AND DOCUMENT Test every model prior to production, and share dynamically generated documentation with all data stakeholders. DEVELOP Write modular data transformations in .sql or .py files – dbt handles the chore of dependency management. THE NEW STANDARD FOR DATA TRANSFORMATION DEVELOP FASTER Replace boilerplate DDL/DML with simple SQL SELECT statements that infer dependencies, build tables and views, and run models in order. Develop code that writes itself with macros, ref statements, and auto-complete commands in the Cloud IDE. Make use of Python packages to speed up complex analysis. WORK FROM THE SAME ASSUMPTIONS dbt's pre-packaged and custom testing helps developers create a “paper-trail” of validated assumptions for data collaborators. Auto-generated dependency graphs and dynamic data dictionaries promote trust and transparency for data consumers. DEPLOY WITH CONFIDENCE Build observability into transformation workflows with in-app scheduling, logging, and alerting. Protection policies on branches ensure data moves through governed processes including dev, stage, and prod environments generated by every CI run. ELIMINATE SILOS Now your data science team can build models that connect with those built by the analytics team, each using the language they prefer. dbt supports modeling in SQL or Python, enabling a shared workspace for everyone that works on analytic code. GOVERNANCE Eliminate data doubt with version control, testing, logging, and alerting. Snapshot changes over time and provide open access to hosted documentation. SECURITY Manage risk with SOC-2 compliance, CI/CD deployment, RBAC, and ELT architecture. Check out our Security page for more information. TRANSFORM YOUR DATA WHERE IT LIVES Whether your analytics data is stored in a cloud warehouse, data lake, lake house or beach house - you can transform, test and document it with dbt. STARBURST AWS REDSHIFT DATABRICKS GOOGLE BIGQUERY SNOWFLAKE Browse supported adapters > We think empowering analysts to own the data transformation pipeline is the > only way to build a productive analytics team at scale. dbt makes it easier to > do data modeling the right way, and harder to do it the wrong way. James Densmore Director of Data Infrastructure COMMUNITY AND SUPPORT Join JOIN THE WORLD’S LARGEST ANALYTICS ENGINEERING COMMUNITY Join now Share SHARE CODE AND IDEAS ON THE COMMUNITY FORUM Visit the forum Meet GET TOGETHER AND LEARN AT DBT EVENTS Find a Meetup DBT CORE dbt Core™ is an open source command line tool that enables data teams to transform data using analytics engineering best practices. Install the CLI DBT CLOUD dbt Cloud™ is the fastest and most reliable way to deploy dbt. Develop, test, schedule, and investigate data models all in one web-based UI. Create a free account PRODUCT * What is dbt? * Case studies * Integrations * Pricing FOR DEVELOPERS * Documentation * Getting Started Guide * Supported Data Platforms * Developer Blog COMPANY * About Us * Diversity, Equity & Inclusion * CareersWe're Hiring! * Company Blog RESOURCES * Resource Hub * dbt Learn * Certification * Events COMMUNITY * Join the Community * Become a Contributor * Open Source dbt Packages * Community Forum SUPPORT * Contact Support * Professional Services * Find a Partner * Become a Partner READ THE ROUNDUP The internet's most useful articles on analytics engineering and its adjacent ecosystem. Curated by Tristan Handy and Anna Filippova. Read Now CONNECT WITH US GitHub LinkedIn Twitter YouTube * © 2023 dbt Labs, Inc. All Rights Reserved. * Terms of Use * Privacy Policy * Security * Report a Problem * Cookies Settings PRIVACY PREFERENCE CENTER When you visit any website, it may store or retrieve information on your browser, mostly in the form of cookies. 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