--- title: Building a Handwritten Digit Recognizer Using Deep Learning description: This post introduces readers to building a handwritten digit recognizer using deep learning with TensorFlow. It covers the MNIST dataset, data preprocessing,... canonical: https://daily.dev/posts/building-a-handwritten-digit-recognizer-using-deep-learning-kyg3mlcb3 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Building a Handwritten Digit Recognizer Using Deep Learning | daily.dev og:description: This post introduces readers to building a handwritten digit recognizer using deep learning with TensorFlow. It covers the MNIST dataset, data preprocessing,... og:url: https://daily.dev/posts/building-a-handwritten-digit-recognizer-using-deep-learning-kyg3mlcb3 og:image: https://api.daily.dev/og/posts/KYg3Mlcb3.png og:image:alt: Building a Handwritten Digit Recognizer Using Deep Learning 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. # Building a Handwritten Digit Recognizer Using Deep Learning **[Python in Plain English](https://daily.dev/sources/inPlainEngHQ)** · 9 min read · 5 upvotes · 0 comments ## Summary This post introduces readers to building a handwritten digit recognizer using deep learning with TensorFlow. It covers the MNIST dataset, data preprocessing, model architecture, training, and visualization of predictions. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#deep-learning](https://daily.dev/tags/deep-learning), [#tensorflow](https://daily.dev/tags/tensorflow), [#keras](https://daily.dev/tags/keras), [#mnist](https://daily.dev/tags/mnist) [View this post on daily.dev](https://daily.dev/posts/building-a-handwritten-digit-recognizer-using-deep-learning-kyg3mlcb3) ```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":"Building a Handwritten Digit Recognizer Using Deep Learning","url":"https://daily.dev/posts/building-a-handwritten-digit-recognizer-using-deep-learning-kyg3mlcb3","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/building-a-handwritten-digit-recognizer-using-deep-learning-kyg3mlcb3"},"datePublished":"2024-04-30T01:23:22.528Z","dateModified":"2024-05-09T09:28:18.744Z","description":"This post introduces readers to building a handwritten digit recognizer using deep learning with TensorFlow. It covers the MNIST dataset, data preprocessing,...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/3835b6b2ad6bb51b5703e8bad1be488d?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/3835b6b2ad6bb51b5703e8bad1be488d?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Python in Plain English","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":"Python in Plain English","logo":"https://media.daily.dev/image/upload/s--Dg5QTRuI--/f_auto,q_auto/v1686665538/logos/pe","url":"https://daily.dev/sources/inPlainEngHQ"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/building-a-handwritten-digit-recognizer-using-deep-learning-kyg3mlcb3","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":5},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"deep-learning,tensorflow,keras,mnist","timeRequired":"PT9M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Python in Plain English","item":"https://daily.dev/sources/inPlainEngHQ"},{"@type":"ListItem","position":3,"name":"Building a Handwritten Digit Recognizer Using Deep Learning"}]} ```