268 - How to deploy your trained machine learning model into a local web application?

Code generated in the video can be downloaded from here:

This video explains the process of using Flask to deploy your scikit-learn (or other) trained model into a web application.

[chitsogdrelwa]

Excellent and understandable explanation! Very kind to explain even the basics to cover all range of learners. Thank you

[GMAtiqurRahaman]

Thanks a lot!! Your tutorials (new or old) at some points in the time are benefitting me!!

[LiveLifeWithLove]

Dr Sreeni what you and other developers making videos on Machine Learning should know that you are doing a fantastic job & truly using this medium for spreading education. God bless you sir!

[zeeshankhanyousafzai]

You are the best for rewinding the things.
Love you

[pratikdash.]

Sir, You r Ossum... Thanks for understanding what a Student actually want's from his teacher.

[manishakumari-lzpw]

Well explained, compact and precise. Thank you.

[davidkudabo]

This is nice man.... Clean and straightforward.

[muruganandamganesan]

Sreeni: Thanks for the video with very clear explanation! You are very knowledgeable. Please upload more in the future.

[princeequalizer]

You are such a great teacher. Thank you sir!

[MbaliNene-kfwk]

Thank you so much Sir ..this is really great! your patience set you apart

[merlinzbeard]

Thank you so much for this video sir! It was easy to follow and you extremely easy to learn. I had a quick question though. If I were running a classification model (Multi class), how do I change the code to show which class is predicted for the input?

[behnoudshafizadeh]

thanks for your explanation, Mr. Sreeni

[radityafijarpradana]

Thanks a lot for the tutorial. This is very helpful.

[umairsabir]

Hi,
Appreciated work !
Will u also make a video for model deployment in edge devices related to tf serving and docker ?

[f.b.i.]

Thank you sir, but this only works for numerical data type inputs.
What if my input has different data types (String, float, int). How can I make my endpoint at the backend handle it?

[servatechtips]

Sir, thanks for you very much, Sir can we get the lesson about YOLOv5 in object detection and classification.

[Hellojsm]

Wow, that's what i'm looking for.

[asemalashory]

That's amazing 😍
Doctor can you tell me what is name of program that you using to write code

[AstroPatel]

I recall some time ago learning that pickle had the issue of being machine-specific - is this no longer a problem? Could you load the pickled modeled on a different machine than the deployment server?

[ntaimorebotsane]

Good day sir... I am having dimension problems when resizing dimensions. I am tying to deployed an image classification model. Any advice???