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Creating APIs For Machine Learning Models with FastAPI

2024-04-08 Science & Technology
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NeuralNine
NeuralNine
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Description

Today we learn how to easily turn machine learning models into usable APIs using FastAPI in Python. ◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾ 📚 Programming Books & Merch 📚 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible Book: https://www.neuralnine.com/books/ 👕 Programming Merch: https://www.neuralnine.com/shop 💼 Services 💼 💻 Freelancing & Tutoring: https://www.neuralnine.com/services 🌐 Social Media & Contact 🌐 📱 Website: https://www.neuralnine.com/ 📷 Instagram: https://www.instagram.com/neuralnine 🐦 Twitter: https://twitter.com/neuralnine 🤵 LinkedIn: https://www.linkedin.com/company/neuralnine/ 📁 GitHub: https://github.com/NeuralNine 🎙 Discord: https://discord.gg/JU4xr8U3dm

Top Comments (10)

@omegasigma4500 2024-04-09

I'm glad you uploaded a video about FastAPI. We prefer it over Flask. There are 2 topics where we need some help. 1.) Hosting - How to deploy the app so that other can access it via web? And how to manage the cloud infrastructure? 2.) Frontend - There are now plenty of frameworks and libraries. The standard approach is probably JavaScript, HTML and CSS. But I'm wondering what you think about pure Python libraries like Taipy, FastUI and reflex. What do you think is the best approach here? We would highly appreciate your input. Thanks! Keep up the great work! 💪💪👍👍

22
@me_jd_solanki 2024-04-09

We use FastAPI more than django and flask, can you please create video on langchain and fastapi as well?

16 1 replies
@khandoor7228 2024-04-08

This was excellent, the capabilities this opens up is really powerful. Good job as always.

4
@thelifehackerpro9943 2024-04-08

why not use model directly instead of pickle?

2 2 replies
@ElectricalEngineerGenius 2025-09-01

I wish if you could explain more what the code does rather than write in most of the video that would be ore helpful, thanks. Great video by the way

2
@DougSteinberg7410 2024-06-12

Great video! I'm a web developer and new to ML. Do you have the source code for this project in a Github repo? I would really love to try this out locally.

2
@dipeshsamrawat7957 2024-04-08

You are making requested videos. Thank you 💯

1
@smstudio1035 2024-04-09

Can we see a hosting video off the same

1
@Majestic351 2025-01-01

Simple and powerful, thank you

0
@timothyelems1357 2024-04-08

Exactly what I was looking for! Thanks man!

0

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