---
title: "Discussion on \"Step by step guide to deploying ML models on Flask web application with AWS EC2 Instance.\" | Hashnode"
description: "Discussion on \"Step by step guide to deploying ML models on Flask web application with AWS EC2 Instance.\". Introduction\nData scientists create models that represent and predict real-world data, yet about 95% of these models get lost in notebooks. To guarantee that these models meet their requirements for real-world applications, like as within a web frame..."
url: "https://hashnode.com/posts/step-by-step-guide-to-deploying-ml-models-on-flask-web-application-with-aws-ec2-instance/620aed854e82f0219d8fa43b"
---

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# [Step by step guide to deploying ML models on Flask web application with AWS EC2 Instance.](https://usman186168.hashnode.dev/step-by-step-guide-to-deploying-ml-models-on-flask-web-application-with-aws-ec2-instance?utm_source=hashnode&utm_medium=feed)

Introduction Data scientists create models that represent and predict real-world data, yet about 95% of these models get lost in notebooks. To guarantee that these models meet their requirements for real-world applications, like as within a web frame...

Feb 15, 2022 · 12 min read · usman186168.hashnode.dev  
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#web-application](https://hashnode.com/tag/web-application)
-   [#deployment](https://hashnode.com/tag/deployment)
-   [#aws](https://hashnode.com/tag/aws)
-   [#cloud](https://hashnode.com/tag/cloud)

## Written by

[Abdulkareem Usman](https://hashnode.com/@Usman186168)

@Usman186168 · Nigeria

  
[View profile](https://hashnode.com/@Usman186168)

A machine learning and data science enthusiast, inspired to building future with Artificial Intelligence, Big Data and Clouds.

Graduate Engineer passionate to learn, build products with Machine Learning, Cloud computing and Data Analytics.

## Responses 1

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[Abdulakeem Yusuf](https://hashnode.com/@Akeemy)

[Aug 21, 2022](https://hashnode.com/posts/step-by-step-guide-to-deploying-ml-models-on-flask-web-application-with-aws-ec2-instance/620aed854e82f0219d8fa43b/comment/63026afadc09f71f101c808c)

Great