How to upload a custom ML Model in AI Center UiPath ? | Python ML Model for future prediction UiPath

In this video you'll learn how to upload custom ML Model in UiPath AI Center.
Find link for the UiPath's documentation of building ML Model: docs.uipath.co...
What you get to learn:
1. Process and files needed to upload non-trainable ML Model
2. Process and folder structure needed to upload retrainable ML Model
3. Creating a custom Model in AI Fabric
4. Creating Full execution scheduled pipeline for retraining
5. Creating a ML Skill for custom package
6. Using it in UiPath Studio to predict based on ML Model
Thanks !
Happy Automation !

[@mukeshkala6364]

Thank you for sharing 🤘🤘

[@nisargkadam]

Anytime !

[@Robin-zj7sg]

Hey Nisarg nice Video, I had a question, can we achieve the same prediction using the UiPath Out of the box model - Language Analysis - English Text classification, say for example I create a huge data set with Input text in one column and prediction in Target column which can be Yes or No, let me know your thoughts , thanks

[@nisargkadam]

Hi EvaenTec this can be done with UiPath's Out of the box model English Text classifer, it uses the similar alogorithm. My intention here was just to showcase the process of creating a custom model. You are absolutely correct.

[@Robin-zj7sg]

Thanks Buddy..yea good one!!

[@vaishnavivikram5575]

@4.54 where did you get that folder from ? Please do a video for deploying the code and package.

[@yashjawale2360]

Thanks Nisarg for Complete guide. Can you share those python codes and config files?

[@santhana_krishnan]

Hi Nisarg,
Thank you for sharing. I tried uploading a custom model as you have described and for an error while deploying: Unknown error occured during ML skill deployment.
Any idea what could be the reason for this error?

[@Trendora]

Thanks bro for the Complete guide, Can you please share those python codes and config files for practicing?

[@sudhanshuvats8293]

Thank you for sharing

[@sakshigupta4579]

Hi Nisarg,
I have created the main.py,train.py and requirements.txt file. But can you tell me how to deploy IrisClassifier.sav model into the package or if possible can you share those files with me?

[@prabhuteja7621]

Bro can u share that ML package also we can try by our own I don't have knowledge of ML to create 😕

[@Netomp51]

That is easy part, the difficult part is how to structure the ML Package, that would be really helpful to have, there is nothing similar out there, once you have the model created in order to structure in AI fabrics guidelines is still very difficult to understand for non python coders, and what you just did was to change the name of the ML Package that somebody else created, you are not giving credit to the author, I saw this same package in another video with a different name.

[@nisargkadam]

The package that I uploded is what I generated via english text classification train run. And there’s no author it’s my own test data and I trained it on english text classification downloaded from that existing execution and demonstrated how to upload a custom package.

[@Netomp51]

@@nisargkadam I’m referring to the custom ML package, that is existing, is the Roberta Base English Text AutoML Classifier, I saw on the below video, is the exact same structure, you just changed the name 🙄 give credit to the below video autor.
czcams.com/video/yHiUZizjDsk/video.html

[@nisargkadam]

@@Netomp51 are you sure this is the same ml package? This is completely different dataset and different execution. Kindly watch complete video is what I will suggest

[@Netomp51]

@@nisargkadam you don’t understand... please research about the Roberta self-supervised algorithm, my question is: Did you structure this ML package as per AI fabric guidelines ?

[@nisargkadam]

@@Netomp51 yes I did.