--- title: Scale your data preprocessing for Machine Learning in... description: Snowpark ML enables scalable data preprocessing for machine learning in Snowflake, achieving a ~30x speedup on scikit-learn operations. canonical: https://daily.dev/posts/scale-your-data-preprocessing-for-machine-learning-in-snowflake-with-snowpark-ml-tqmw94nsy twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Scale your data preprocessing for Machine Learning in Snowflake with Snowpark ML | daily.dev og:description: Snowpark ML enables scalable data preprocessing for machine learning in Snowflake, achieving a ~30x speedup on scikit-learn operations. og:url: https://daily.dev/posts/scale-your-data-preprocessing-for-machine-learning-in-snowflake-with-snowpark-ml-tqmw94nsy og:image: https://api.daily.dev/og/posts/TQMw94NsY.png og:image:alt: Scale your data preprocessing for Machine Learning in Snowflake with Snowpark ML og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Scale your data preprocessing for Machine Learning in Snowflake with Snowpark ML **[Snowflake Community](https://daily.dev/sources/snowflake_comm)** · 5 min read · 1 upvotes · 0 comments ## Summary Snowpark ML enables scalable data preprocessing for machine learning in Snowflake, achieving a ~30x speedup on scikit-learn operations. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#data-analysis](https://daily.dev/tags/data-analysis), [#snowflake](https://daily.dev/tags/snowflake), [#scikit](https://daily.dev/tags/scikit) [View this post on daily.dev](https://daily.dev/posts/scale-your-data-preprocessing-for-machine-learning-in-snowflake-with-snowpark-ml-tqmw94nsy) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Scale your data preprocessing for Machine Learning in Snowflake with Snowpark ML","url":"https://daily.dev/posts/scale-your-data-preprocessing-for-machine-learning-in-snowflake-with-snowpark-ml-tqmw94nsy","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/scale-your-data-preprocessing-for-machine-learning-in-snowflake-with-snowpark-ml-tqmw94nsy"},"datePublished":"2024-05-02T15:55:22.319Z","dateModified":"2024-05-09T09:28:18.744Z","description":"Snowpark ML enables scalable data preprocessing for machine learning in Snowflake, achieving a ~30x speedup on scikit-learn operations.","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/e4931cadc6423b2e013253c4ddbf3939?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/e4931cadc6423b2e013253c4ddbf3939?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Snowflake Community","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Snowflake Community","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/3eb5260f70bb4653be0f9581c0d937c8","url":"https://daily.dev/sources/snowflake_comm"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/scale-your-data-preprocessing-for-machine-learning-in-snowflake-with-snowpark-ml-tqmw94nsy","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,data-analysis,snowflake,scikit","timeRequired":"PT5M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Snowflake Community","item":"https://daily.dev/sources/snowflake_comm"},{"@type":"ListItem","position":3,"name":"Scale your data preprocessing for Machine Learning in Snowflake with Snowpark ML"}]} ```