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  • Platform
    • Workloads
    • Platform Overview
    • Snowflake Data Marketplace
    • What is the Data Cloud
    Many Data Workloads, One Platform
    • Data Warehouse

      Accelerate your analytics with the data platform built to enable the modern cloud data warehouse

    • Data Lake

      Make your data secure, reliable, and easy to use in one place

    • Data Engineering

      Build simple, reliable data pipelines in the language of your choice

    • Data Science

      Accelerate your workflow with near-unlimited access to data and data processing power.

    • Data Applications

      Simplify developing data-intensive applications that scale cost-effectively, and consistently deliver fast analytics

    • Data Sharing

      Share and collaborate on live data across your business ecosystem

    A Modern Data Platform

    Find out what makes Snowflake unique thanks to an architecture and technology that enables today’s data-driven organizations.

    Learn More
    • Architecture
    • Security and Trust
    • Pricing
    What Makes Snowflake Data Marketplace Unique?

    Securely access live and governed data sets in real time, without the risk and hassle of copying and moving stale data.

    Learn More Watch Demo
    Data Cloud: Where Data Thrives

    Join the ecosystem where Snowflake customers securely share and consume shared data with each other, and with commercial data providers and data service providers.

    Learn More
    • Rise of the Data Cloud Podcast
    • Become a Member of the Data Cloud Academy
    Quick Links
    • 11 Best Practices for Data Engineers
    • Data Management and the Data Lake: Advantages of a Single Platform Approach
    • 5 Best Practices for Data Warehouse Development
    • A Cloud Data Platform for Data Science
    • How to build powerful data applications
    • Explore Snowflake Data Marketplace
    Calculate Your Estimated Benefits of Migrating to Snowflake Get Started
    I want to…
    • Watch Snowday, Snowflake's Winter Product Announcement Event Today
    • Hear from Snowflake customers
    • Unite my enterprise with a modern cloud data platform
    • Download Cloud Data Platforms For Dummies
    • Use one cloud data platform for all my analytic needs
    • Learn about Snowflake pricing
    612% ROI? Read Forrester’s Total Economic Impact™ Study of Snowflake Download Now
    I want to...
    • Access third-party and personalized data sets
    • List my data sets and services as a provider
    • Request new data sets and providers
    • Watch a tutorial video to get started
    Improve Marketing Analytics with Snowflake and iKnowlogy Learn More
    Watch Snowday, Snowflake's Winter Product Announcement Event Today
    Watch Now
    Snowflake Summit 2022 is all about The World of Data Collaboration. Come join us! Learn More
  • Solutions
    • Industry Solutions
    • Department Solutions
    • Financial Services

      Personalize customer experiences, improve efficiencies, and better mitigate risk

    • Advertising, Media & Entertainment

      Provide highly personalized content and experiences to your consumers

    • Healthcare & Life Sciences

      Build a healthier future with virtually all of your data informing your every decision

    • Retail & CPG

      Deliver 360º, data-driven customer experiences

    • Technology

      Deliver insights, power innovation, and scale effortlessly

    • Public Sector

      Use data to power IT modernization, advance your mission, and improve citizen services

    • Education

      Leverage data to power educational excellence and drive collaboration

    • Manufacturing

      Power innovation through IoT and AI, maximize supply chain efficiency, and improve production quality with data

    How Snowflake Delivers to the Department

    Whether its marketing analytics, a security data lake, or another line of business, learn how you can easily store, access, unite, and analyze essentially all your data with Snowflake.

    • Marketing Analytics

      Gain 360° customer views, create relevant offers, and produce much higher marketing ROI

    • Security Data Lake

      Empower your cybersecurity and compliance teams with Snowflake.

    • Product Development

      Quickly create data-intensive applications without operational overhead

    • IT

      Drive agility, business transformation, and employee experience with the Data Cloud

    Quick Links
    • How retailers use data collaboration to support business outcomes
    • Hear from Snowflake customers in my industry
    • Little Book of Big Success - Financial Services
    • Learn how Snowflake supports Data Driven Healthcare
    • Cloud Data Platform for Federal Government Demo
    I want to...
    • Hear from Snowflake customers
    • Achieve deeper personalization with data
    • Move from basic to advanced marketing analytics
    • Learn about Snowflake pricing
    612% ROI? Read Forrester’s Total Economic Impact™ Study of Snowflake Download Now
  • Data Marketplace
    • For Consumers
    • For Providers
    Create New Data-Driven Business Insights

    Access third-party data to provide deeper insights to your organization, and get your own data from SaaS vendors you already work with, directly into your Snowflake account.

    Learn More
    The Modern Way to Share and Monetize Your Data

    Generate more revenue and increase your market presence by securely and instantly publishing live, governed, and read-only data sets to thousands of Snowflake customers.

    Learn More
    Quick Links
    • Request new data sets
    • Watch a tutorial video
    • Register for an upcoming hands-on lab
    Quick Links
    • Request to become a provider
    • Modern Data Monetization Strategies
    • Watch a tutorial video
  • Partners
    • Partner Overview
    • Technology Partners
    • Services Partners
    • Cloud Partners
    • Data Providers
    • Powered by Snowflake
    Snowflake Partner Network

    If you’re moving data into Snowflake or extracting insight out of Snowflake, our technology partners and system integrators will help you deploy Snowflake for your success.

    Learn More
    Technology Partners

    Snowflake Technology Partners integrate their solutions with Snowflake, so our customers can easily get data into Snowflake and insights out of Snowflake by creating a single copy of data for their cloud data analytics strategy.

    Learn More
    Other Programs
    • Snowpark Accelerated
    • Snowflake Ready Technology Validation Program
    • Data Governance Accelerated
    Service Partners

    Snowflake Services Partners provide our customers with trusted and validated experts and services around implementation, migration, data architecture and data pipeline design, BI integration, ETL/ELT integration, performance, running POCs, performance optimization, and training.

    Learn More
    Cloud Partners

    Snowflake is available on AWS, Azure, and GCP in countries across North America, Europe, Asia Pacific, and Japan. Thanks to our global approach to cloud computing, customers can get a single and seamless experience with deep integrations with our cloud partners and their respective regions.

    Learn More
    Data Providers

    As a Snowflake customer, easily and securely access data from potentially thousands of data providers that comprise the ecosystem of the Data Cloud. Also engage data service providers to complete your data strategy and obtain the deepest, data-driven insights possible.

    LEARN MORE
    Powered by Snowflake

    Powered by Snowflake program is designed to help software companies and application developers build, operate, and grow their applications on Snowflake. The program offers technical advice, access to support engineers who specialize in app development, and joint go-to-market opportunities.

    Learn More
    Quick Links
    • Become a Partner
    • SPN Portal
    • Partner Code of Conduct
    • Partner Webinars
  • Services & Support
    • Professional Services
    • Education & Training
    • Community
    • Support
    Snowflake Professional Services

    Work with Snowflake Professional Services to optimize, accelerate, and achieve your business goals with Snowflake.

    Learn More Contact Us
    Other Services
    • Education & Training
    • SnowPro Certification
    • Snowflake Community
    • Support
    Education & Training

    Find the training your team needs to be successful with Snowflake's Data Cloud.

    Learn More
    • Instructor-Led Training
    • On-Demand Training
    • SnowPro Certification
    Community

    Access an ecosystem of Snowflake users where you can ask questions, share knowledge, attend a local user group, exchange ideas, and meet data professionals like you.

    Learn More
    • Snowflake Community Login
    • Community Blog
    • Data Heroes
    • Discussions
    • Stack Overflow
    • User Groups
    Support

    Get the support you need, when you need it, so you can continue to leverage the Snowflake Data Cloud.

    Learn More Submit a Case
    • Search for Answers
    • Documentation
    • System Status
    • Releases and Announcements
    Calculate Your Estimated Benefits of Migrating to Snowflake Get Started
  • Resources
    • Resource Library
    • Events
    • Webinars
    • Snowflake Blog
    • Developers
    • Rise of the Data Cloud Podcast
    See all
    • eBooks
    • Guides
    • Data Cloud Academy
    • Data Warehousing Glossary
    • Documentation
    • Patterns
    • Snowflake Community
    Events
    • All Events
    • User Groups
    • Join us for Snowflake Summit in Las Vegas, June 13-14
    Webinars
    • See All Webinars
    • Live Demo
    • Office Hours
    • Virtual Hands-On Labs
    • Snowflake on Snowflake Series
    Snowflake Blog
    View Blog
    Snowflake for Developers

    Snowflake enables you to build data-intensive applications without operational burden. Trusted by fast growing software companies, Snowflake handles all the infrastructure complexity, so you can focus on innovating your own application.

    Learn More
    • BUILD: The Data Cloud Dev Summit | October 4-5
    • Developer Resources
    • Developer Guides
    • Virtual Hands-On Labs
    • Documentation
    • Stack Overflow

    Hear from data leaders to learn how they leverage the cloud to manage, share, and analyze data to drive business growth, fuel innovation, and disrupt their industries.

    VIEW ALL
    • Listen on Apple Podcasts
    • Listen on Spotify
    • Listen on Simplecast
    I want to...
    • Join a virtual hands-on lab
    • Talk to a Snowflake customer live
    • Visit the Snowflake Blog
    • View Snowflake pricing
    Weekly Demo Register Now
  • Company
    • About
    • Customers
    • Careers
    • Newsroom
    The Who of Snowflake

    Learn about the talent behind the technology. A diverse and driven group of business and technology experts are here for you and your organization.

    Read More
    • Investor Relations
    • Leadership & Board
    • Our Values
    • Speakers Bureau
    • Snowflake Ventures
    • ESG at Snowflake
    • Sustainability at Snowflake
    • Snowflake for Good
    Customers
    • Customer Stories
    • Data Drivers Awards
    • Customer Speaker Bureau
    Careers at Snowflake

    We challenge ourselves at Snowflake to rethink what’s possible for a cloud data platform and deliver on that. We’re looking for people who share that same passion and ambition.

    Current Openings
    Press and News

    See Snowflake press releases, Snowflake mentions in the press, and download brand assets.

    See the Latest
    Start for Free
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    Contact Us
    Contact
    612% ROI? Read Forrester’s Total Economic Impact™ Study of Snowflake Download Now
    The Data Is In: The 2020 Snowflake Customer Experience Report Download Now
Start for Free
  • Platform
  • Solutions
  • Data Marketplace
  • Partners
  • Services & Support
  • Resources
  • Company

Questions? Contact Us

  • English
  • Français
  • Deutsch
  • 日本語
  • 한국어
  • Español
  • Workloads
  • Platform Overview
  • Snowflake Data Marketplace
  • What is the Data Cloud
Many Data Workloads, One Platform
  • Data Warehouse
  • Data Lake
  • Data Engineering
  • Data Science
  • Data Applications
  • Data Sharing
Calculate Your Estimated Benefits of Migrating to Snowflake Get Started
A Modern Data Platform

Find out what makes Snowflake unique thanks to an architecture and technology that enables today’s data-driven organizations.

Learn More
  • Architecture
  • Security and Trust
  • Pricing
612% ROI? Read Forrester’s Total Economic Impact™ Study of Snowflake Download Now
What Makes Snowflake Data Marketplace Unique?

Securely access live and governed data sets in real time, without the risk and hassle of copying and moving stale data.

Learn More Watch Demo
Improve Marketing Analytics with Snowflake and iKnowlogy Learn More
Data Cloud: Where Data Thrives

Join the ecosystem where Snowflake customers securely share and consume shared data with each other, and with commercial data providers and data service providers.

Learn More
  • Rise of the Data Cloud Podcast
  • Become a Member of the Data Cloud Academy
Snowflake Summit 2022 is all about The World of Data Collaboration. Come join us! Learn More
  • Industry Solutions
  • Department Solutions
  • Financial Services
  • Advertising, Media & Entertainment
  • Healthcare & Life Sciences
  • Retail & CPG
  • Technology
  • Public Sector
  • Education
  • Manufacturing
How Snowflake Delivers to the Department

Whether its marketing analytics, a security data lake, or another line of business, learn how you can easily store, access, unite, and analyze essentially all your data with Snowflake.

  • Marketing Analytics
  • Security Data Lake
  • Product Development
  • IT
612% ROI? Read Forrester’s Total Economic Impact™ Study of Snowflake Download Now
  • For Consumers
  • For Providers
Create New Data-Driven Business Insights

Access third-party data to provide deeper insights to your organization, and get your own data from SaaS vendors you already work with, directly into your Snowflake account.

Learn More
The Modern Way to Share and Monetize Your Data

Generate more revenue and increase your market presence by securely and instantly publishing live, governed, and read-only data sets to thousands of Snowflake customers.

Learn More
  • Partner Overview
  • Technology Partners
  • Services Partners
  • Cloud Partners
  • Data Providers
  • Powered by Snowflake
Snowflake Partner Network

If you’re moving data into Snowflake or extracting insight out of Snowflake, our technology partners and system integrators will help you deploy Snowflake for your success.

Learn More
Technology Partners

Snowflake Technology Partners integrate their solutions with Snowflake, so our customers can easily get data into Snowflake and insights out of Snowflake by creating a single copy of data for their cloud data analytics strategy.

Learn More
  • Snowpark Accelerated
  • Snowflake Ready Technology Validation Program
  • Data Governance Accelerated
Service Partners

Snowflake Services Partners provide our customers with trusted and validated experts and services around implementation, migration, data architecture and data pipeline design, BI integration, ETL/ELT integration, performance, running POCs, performance optimization, and training.

Learn More
Cloud Partners

Snowflake is available on AWS, Azure, and GCP in countries across North America, Europe, Asia Pacific, and Japan. Thanks to our global approach to cloud computing, customers can get a single and seamless experience with deep integrations with our cloud partners and their respective regions.

Learn More
Data Providers

As a Snowflake customer, easily and securely access data from potentially thousands of data providers that comprise the ecosystem of the Data Cloud. Also engage data service providers to complete your data strategy and obtain the deepest, data-driven insights possible.

LEARN MORE
Powered by Snowflake

Powered by Snowflake program is designed to help software companies and application developers build, operate, and grow their applications on Snowflake. The program offers technical advice, access to support engineers who specialize in app development, and joint go-to-market opportunities.

Learn More
  • Professional Services
  • Education & Training
  • Community
  • Support
Snowflake Professional Services

Work with Snowflake Professional Services to optimize, accelerate, and achieve your business goals with Snowflake.

Learn More Contact Us
  • Education & Training
  • SnowPro Certification
  • Snowflake Community
  • Support
Calculate Your Estimated Benefits of Migrating to Snowflake Get Started
Education & Training

Find the training your team needs to be successful with Snowflake's Data Cloud.

Learn More
  • Instructor-Led Training
  • On-Demand Training
  • SnowPro Certification
Calculate Your Estimated Benefits of Migrating to Snowflake Get Started
Community

Access an ecosystem of Snowflake users where you can ask questions, share knowledge, attend a local user group, exchange ideas, and meet data professionals like you.

Learn More
  • Snowflake Community Login
  • Community Blog
  • Data Heroes
  • Discussions
  • Stack Overflow
  • User Groups
Calculate Your Estimated Benefits of Migrating to Snowflake Get Started
Support

Get the support you need, when you need it, so you can continue to leverage the Snowflake Data Cloud.

Learn More Submit a Case
  • Search for Answers
  • Documentation
  • System Status
  • Releases and Announcements
Calculate Your Estimated Benefits of Migrating to Snowflake Get Started
  • Resource Library
  • Events
  • Webinars
  • Snowflake Blog
  • Developers
  • Rise of the Data Cloud Podcast
See all
  • eBooks
  • Guides
  • Data Cloud Academy
  • Data Warehousing Glossary
  • Documentation
  • Patterns
  • Snowflake Community
Weekly Demo Register Now
Events
  • All Events
  • User Groups
  • Join us for Snowflake Summit in Las Vegas, June 13-14
Weekly Demo Register Now
Webinars
  • See All Webinars
  • Live Demo
  • Office Hours
  • Virtual Hands-On Labs
  • Snowflake on Snowflake Series
Weekly Demo Register Now
Snowflake Blog
View Blog
Weekly Demo Register Now
Snowflake for Developers

Snowflake enables you to build data-intensive applications without operational burden. Trusted by fast growing software companies, Snowflake handles all the infrastructure complexity, so you can focus on innovating your own application.

Learn More
  • BUILD: The Data Cloud Dev Summit | October 4-5
  • Developer Resources
  • Developer Guides
  • Virtual Hands-On Labs
  • Documentation
  • Stack Overflow
Weekly Demo Register Now

Hear from data leaders to learn how they leverage the cloud to manage, share, and analyze data to drive business growth, fuel innovation, and disrupt their industries.

VIEW ALL
  • Listen on Apple Podcasts
  • Listen on Spotify
  • Listen on Simplecast
Weekly Demo Register Now
  • About
  • Customers
  • Careers
  • Newsroom
The Who of Snowflake

Learn about the talent behind the technology. A diverse and driven group of business and technology experts are here for you and your organization.

Read More
  • Investor Relations
  • Leadership & Board
  • Our Values
  • Speakers Bureau
  • Snowflake Ventures
  • ESG at Snowflake
  • Sustainability at Snowflake
  • Snowflake for Good
612% ROI? Read Forrester’s Total Economic Impact™ Study of Snowflake Download Now
Customers
  • Customer Stories
  • Data Drivers Awards
  • Customer Speaker Bureau
The Data Is In: The 2020 Snowflake Customer Experience Report Download Now
Careers at Snowflake

We challenge ourselves at Snowflake to rethink what’s possible for a cloud data platform and deliver on that. We’re looking for people who share that same passion and ambition.

Current Openings
612% ROI? Read Forrester’s Total Economic Impact™ Study of Snowflake Download Now
Press and News

See Snowflake press releases, Snowflake mentions in the press, and download brand assets.

See the Latest
612% ROI? Read Forrester’s Total Economic Impact™ Study of Snowflake Download Now
Data Science
  • Overview
  • Resources
  • Features
  • Customers
  • Partner Ecosystem
  • Get Started

Snowflake for Data Science

Accelerate your workflow with near-unlimited access to data and data processing power.

WEBINAR

Snowflake + Dataiku: Streamlining MLOps from Experiment to Production

REGISTER NOW

 

 

Rapidly deliver the most predictive power to your machine learning models

Accelerate collecting and processing of internal and third-party data with Snowflake’s Data Cloud. Realize the value of your models with a unified platform that enables cross-functional teams to build scalable data preparation, and model inference pipelines to transform data into actionable business insights.

LEARN MORE

PRIVATE PREVIEW ANNOUNCEMENT

Snowpark for Python

Accelerate the pace of innovation using Python’s familiar syntax and thriving ecosystem of open-source libraries to explore and process data where it lives.

READ THE BLOG   LEARN MORE

Resources

Ebook

Snowpark: Bringing New Data Programmability to the Data Cloud

In this ebook, we outline several use cases for Snowpark and show you…

Download Now
Whitepaper

Snowflake for Data Science

Data scientists require massive amounts of data to build and train machine learning models. In the age of…

Read Now
Virtual Hands-On Lab

Accelerate Your Machine Learning Initiatives with Snowflake and Amazon SageMaker

In this workshop, you’ll learn the basics of creating an advanced analytics…

Watch Now
Webinar

Two-Part Training Series: How to Snowflake for Data Science

Through this two-part series, experts will teach you best practices for features that…

Watch Now
Ebook

Top 6 Data Science & Analytics Trends for 2022

In 2022, six trends have the potential to accelerate ML and move organizations from descriptive and…

Read Ebook
Ebook

Cloud Data Science for Dummies Guide

Learn to predict and influence your organization’s future with cloud data science.

Read Now

ACCELERATE YOUR DATA SCIENCE WORKFLOW

Data Pipeline Processing With Snowflake ImageWork

One place to instantly access all relevant data

  • Reduce time looking for, and requesting access to data, with a single point of access to a global network of trusted data 
  • Bring nearly all types of data into your model without complex pipelines. Rely on native support for structured, semi-structured (JSON, Avro, ORC, Parquet, or XML) and unstructured (in public preview) data
  • Augment model performance with shared data sets from your business ecosystem and third-party data from Snowflake Data Marketplace

Analyzing JSON with Snowflake >

Fast processing engine with minimal operational complexity

  ■  Transform data into features using your language of choice with familiar dataframe constructs to build powerful and efficient pipelines with Snowpark.

  ■  Accelerate data preparation for any amount of data or users with Snowflake’s multi-cluster compute architecture thanks to autoscaling and near-zero manual operations.

  ■  Quickly discover and address insights about feature quality, outliers, or other anomalies using built-in data profiling with table, plot and histogram views.

Learn more about Snowpark >

cloud data warehousing

Single platform to unify teams and tools around data

  • Connect your ML tool of choice to Snowflake data, with native connectors and robust integrations from a broad ecosystem of partner tools
  • Run scalable and secure ML inference with models running inside Snowflake as UDFs or communicating with a secure model endpoint with External Functions
  • Effortlessly make model results available in Snowflake for teams and applications to easily consume and act on ML-driven insights

How to use Snowflake for ML Inference >

“Curated, reliable data sets from Snowflake Data Marketplace just make things so much easier, and we’re super excited to leverage those data sets to enhance the performance of our machine learning models.”

Mash Syed

Lead Data Scientist, Chipotle

Pacific Life Logo Color

“With Snowflake Data Cloud, we’ve removed data science bottlenecks so every analytics team across Pacific Life can maximize its potential.”

Kurpal Sandhu

Director of Data and Visualization, Pacific Life

“With Snowflake, we are much faster in developing and recalibrating models and algorithms, and we are able to leverage all of our data with state-of-the-art ML/AI tools to address business challenges and realize new opportunities.”

Volodymyr Sorokoumov

Senior Data Manager for Big Data and Advanced Analytics, Uniper

“We now have five data science teams across different business units that are doing analysis on top of Snowflake, but we’re not running into any constraints.”

Kiran Kanetkar

Sr. Director Data & Analytics, Petco

“Getting the best performance out of a risk model through data science is essential to our business. 1% improvement in the area under the curve of a model is equal to $1 million a year.”

Stephen Pidliskey

Senior Data Engineer, Beacon Street Services

Use Cases

Financial Forecasting

Use Snowflake’s Data Cloud to power your financial forecasts

Learn More
Account Propensity Scoring

Don’t miss out on an opportunity. Deliver high performance account propensity models using enriched data.

Learn More
Data Science Driven Product Strategy

Accelerate product innovation and translate data into revenue growth

Learn More

EXTENSIVE PARTNER ECOSYSTEM

See More

Explore other workloads

Data Applications

Simplify developing data-intensive applications that scale cost-effectively and consistently deliver fast analytics.

Learn More

Data Engineering

Build simple, reliable data pipelines in the language of your choice.

Learn More

Secure Data Sharing

Eliminate data silos and instantly and securely share governed data across your organization, and beyond

Learn More

Data Lake

Improve data access, performance, and security with a modern data lake strategy.

Learn More

Data Warehouse for Analytics

Enable everyone in your organization with fast access to a single source of data and eliminate the cost, complexity, and latency of your traditional data warehouse.

Learn More

Ways to get started with Data Science on Snowflake

Accelerate your data science workflows with access to more data, faster feature engineering and direct integrations to leading ML tools.

Calculate Your Estimated Benefits of Migrating to Snowflake
Join A Weekly Live Product Demo
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Snowflake Inc.
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