How to deploy machine learning application for free

Shubhendu ghosh
5 min readSep 12, 2024

A guide to deploy your machine learning application easy and for free.

Image by <a href=”https://pixabay.com/users/surprising_snapshots-11873433/?utm_source=link-attribution&utm_medium=referral&utm_campaign=image&utm_content=8944510">Mircea Iancu</a> from <a href=”https://pixabay.com//?utm_source=link-attribution&utm_medium=referral&utm_campaign=image&utm_content=8944510">Pixabay</a>
Image by <a href=”https://pixabay.com/users/surprising_snapshots-11873433/?utm_source=link-attribution&utm_medium=referral&utm_campaign=image&utm_content=8944510">Mircea Iancu</a> from <a href=”https://pixabay.com//?utm_source=link-attribution&utm_medium=referral&utm_campaign=image&utm_content=8944510">Pixabay</a>

So you have built a machine learning app and you want to deploy it to make it a finished product. But wherever you go it is costly to host the app. In this article i will be showing you how can you deploy your machine learning app for free. I will be guiding you through step by step process of doing it and also make a new app with you for your convenience. so please follow the article till the end.

We will be using Hugging Face Spaces. Hugging face space provides a way to host your machine learning app. I have already built and deployed multiple application and deployed with the help of Hugging Face Space. You can check out them here and here. So let’s get started..

Step -1 : Sign up in Hugging Face

it’s very simple just enter your email and password and sign up.

Step -2: Create a new space

Click on your image on the right top corner and create a new space by clicking on the “New Space” button.

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