--- title: "Building a Handwritten Digit Recognizer Using Deep Learning" url: https://daily.dev/posts/building-a-handwritten-digit-recognizer-using-deep-learning-kyg3mlcb3 source_url: https://python.plainenglish.io/building-a-handwritten-digit-recognizer-using-deep-learning-56eb57f9de84 type: article source: "Python in Plain English" published: 2024-04-30T01:23:22.528Z updated: 2024-05-09T09:28:18.744Z tags: ["deep-learning", "tensorflow", "keras", "mnist"] reading_time: 9 upvotes: 5 comments: 0 language: 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: ## 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 · 0 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: [#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)