Build an AI app with FastAPI and Docker - Coding Tutorial with Tips

[@patloeber]

INSTRUCTIONS TO WIN DOCKER SWAG: Take a picture of yourself watching the video (or just a screenshot), post it on Twitter mentioning @Docker & @patloeber & @tiangolo to win SWAG! The first 30 people will be selected. There are still some left :)

[@arshadvayani]

twitter.com/extensiveweb/status/1697311129846882759?t=fjMJ4WxIymAa5L1qnUJMOA&s=19

[@maizizhamdo]

just wanted to drop you a line and say thanks for this amazing tutorial on building an AI app with FastAPI and Docker! I was blown away by how easy it was to follow along and actually build something that works. I'm definitely going to be sharing this with my friends who are also interested in AI and machine learning. Your explanations were super clear and concise, and the tips you shared really helped me understand some of the more complex concepts.

[@aar021]

Pat! This is awesome. Also having Sebastian was a nice touch. Much love to you guys.

[@patloeber]

Thank you!!

[@MyCodingDiary]

Your videos are my go-to resource whenever I get stuck on a coding problem. Thank you!

[@shamaldesilva9533]

Awesome 🎉🎉 please more in depth courses with Fastapi ❤

[@MrSuperGerald]

and with Sebastian! This format is the best.

[@MyCodingDiary]

Your videos are a constant source of inspiration for me. Please keep them coming!

[@francescociulla]

You just remembered me ti make the FastAPI video! Great one btw!

[@theusualcouple]

Really cool feature of Run in interactive window. Thanks a lot for its introduction. This feature is also available by right clicking on a line/selection. VS code is the best.

[@bengabp]

My notifications are enabled 😊

[@macadeliccc2942]

great tutorial and lots of good information. Im familiar with torch and transformers but it was nice to combine them with a new technology to me, like fastAPI

[@patloeber]

Thank you!

[@sammathew535]

Thanks a ton for the interactive mode trick!

[@shaunpx1]

Awesome video! thank you guys for the great intuition and tips.

[@GabrielPozo]

Great talk with Sebastian! 👏

[@Indently]

AI let's goooooo

[@JustFuguFish]

Nice fast course! I am just amazed that the Docker image has 10GB :D

[@manyes7577]

wow docker init make life so much easier

[@jeff-badu]

I learned a lot. Thank you.

[@edwardwong654]

Very interesting. What is the Rust for?

[@ghufrankasho9470]

this was very helpfull and educational thank you for this video and this collaboration was greate 😇

[@patloeber]

Glad you enjoyed it!

[@jaggyjut]

Thanks Patrick for another great Tutorial. Would you be able to make a tutorial on using streamlit to create an end user web app to fix any wrong prediction to retrain the model. For example let say we have a machine learning model capable of predicting the house rent for homes. the user should be able to upload a csv of list of home with key attributes and the output should be a grid view with all the rent predictions. If there is an incorrect prediction user should be able to type in the correct rent which will be used to retrain the model. If you make a course on Udemy will be first to purchase it 😀

[@City__Walker]

Are there any development templates created for fastapi? What a standard FastAPI application should look like?

[@lwangacaleb2729]

Thank you so much Sebastian🙏

[@pankajchaturvedi1541]

Does the Jupyter interactive window work, if I am using virtual env for the project?

[@huzaifa.arshad]

I tried to do 'docker init' and it gave me (docker: 'init' is not a docker command. See 'docker --help') error. What did i missed?

[@shivrajnag12]

Awesome session. Hi Sebastian, when can we expect FastAPI docs update with SQLModel?

[@BuddaFett]

You are a huge help to us!

[@mmzf2357]

Best content 👍🏻

[@chrisogonas]

Thanks folks!

[@AlexApparels-rw8ip]

thank you so much guys you helped me alot

[@shaz-z506]

Good video, but I didn't get the part where you use Rust compiler, I mean why it was required?

[@patloeber]

The transformers library needed it for the installation. At least on my system I was getting error messages without Rust

[@flarexlucifer]

so like for me everything went good but now i want to deploy my fastapi to aws lambda how do i it ? can you tell me it's for my university project.

[@wadejohnson4542]

Amazing! Patrick and Sebastian, how do we thank you for this?

[@patloeber]

Hi hi, glad if you enjoyed the session!

[@Robay146]

Thanks for this. However, would have been worth mentioning the amount of time needed to build the model. It took me 4hrs to build the image!

[@patloeber]

Oh, didn't know it took that long :( It only took around 1 minute on my machine (2020 MacBook M1)

[@AlMar-j5l]

great clip, thx!

[@luca_dev]

vscode tells me to install ipykernel to run python code interactively, did you install it in the project venv?

[@patloeber]

yup, it'll always ask you this the first time

[@sunils7072]

Thank you very much for this video.

[@patloeber]

Glad you liked it!

[@prithvirajdeshmukh5774]

New subscriber from Bharat / India . Are you from?

[@TheAremoh]

Amazing

[@amrgaber4662]

thanks

[@doubleBottomChart]

Thanks.

[@rahulkulkarni5967]

what's the total duration of the course.?

[@patloeber]

30 minutes

[@JanakSuthar-c4k]

🐍 Explore the world of Python for Research Work with this amazing playlist! 📚🔬 Don't forget to hit the 'Like' button 👍 and 'Subscribe' for more awesome content! 🤩 Check it out: kzbin.info/aero/PLIDulLqbs-nnr758jI13Cm5RmsOTkOk7t

[@erhanandrei4862]

❤

[@chikosan99]

Thanks a lot! great Just it's not fullHD \:

[@Gautamkumar-tk1xt]

For recording

[@MJReviews122]

cooles video

[@henoknigatu7121]

👍Nice...how to deploy it for free