--- title: We Built and Deployed Lead Scoring ML model - Here's... description: Learn how to build and deploy a lead scoring ML model using SageMaker and AutoML to automate prioritization and customer targeting in marketing. canonical: https://daily.dev/posts/we-built-and-deployed-lead-scoring-ml-model---here-s-what-and-how-r1vw4aiok twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: We Built and Deployed Lead Scoring ML model - Here's What and How | daily.dev og:description: Learn how to build and deploy a lead scoring ML model using SageMaker and AutoML to automate prioritization and customer targeting in marketing. og:url: https://daily.dev/posts/we-built-and-deployed-lead-scoring-ml-model---here-s-what-and-how-r1vw4aiok og:image: https://api.daily.dev/og/posts/R1VW4aiOk.png og:image:alt: We Built and Deployed Lead Scoring ML model - Here's What and How 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. # We Built and Deployed Lead Scoring ML model - Here's What and How **[AWS Community](https://daily.dev/sources/awscommunity)** · 6 min read · 0 upvotes · 0 comments ## Summary Learn how to build and deploy a lead scoring ML model using SageMaker and AutoML to automate prioritization and customer targeting in marketing. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 1 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#marketing](https://daily.dev/tags/marketing), [#automl](https://daily.dev/tags/automl), [#aws-sagemaker](https://daily.dev/tags/aws-sagemaker) [View this post on daily.dev](https://daily.dev/posts/we-built-and-deployed-lead-scoring-ml-model---here-s-what-and-how-r1vw4aiok) ```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":"We Built and Deployed Lead Scoring ML model - Here's What and How","url":"https://daily.dev/posts/we-built-and-deployed-lead-scoring-ml-model---here-s-what-and-how-r1vw4aiok","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/we-built-and-deployed-lead-scoring-ml-model---here-s-what-and-how-r1vw4aiok"},"datePublished":"2024-01-17T00:39:02.440Z","dateModified":"2024-01-17T00:39:00.477Z","description":"Learn how to build and deploy a lead scoring ML model using SageMaker and AutoML to automate prioritization and customer targeting in marketing.","image":"https://community.aws/img/logo.png","thumbnailUrl":"https://community.aws/img/logo.png","isAccessibleForFree":true,"articleSection":"AWS 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":"AWS Community","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/8d3ee64e7e4d4a65bb2135d02088600d","url":"https://daily.dev/sources/awscommunity"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/we-built-and-deployed-lead-scoring-ml-model---here-s-what-and-how-r1vw4aiok","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,marketing,automl,aws-sagemaker","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"AWS Community","item":"https://daily.dev/sources/awscommunity"},{"@type":"ListItem","position":3,"name":"We Built and Deployed Lead Scoring ML model - Here's What and How"}]} ```