Automated Machine Learning using AutoViML

[@ijeffking]

I am happy I found your channel. Great tutorials! Please continue the good work. Thank you very much...

[@bhushanbhange7065]

Nice work Srivatsan

[@smasherswkd]

What about regression? Will it work?

[@rajatshrivastav]

Hi Sir!! I have a scenario where I have different unique levels in categorical data in train and test data, does autoviml can handle that or do we need to handle it outside the framework and what would be the correct approach? for eg:- gender in train has (Male,Female) but in test has (Male,Female,Others) and in test dataset we don't have target label as we are gonna predict it.

[@AIEngineeringLife]

Rama.. AutoViML or any automl framework will not handle it. This is something called training- test skew. Your training population does not account for all real world instances One way to handle it and again not reliable in all cases is to make others class substitute to majority instances of category during test. Say if female represents 60% of your data then make others to female and infer. This has to be analyzed case by case though

[@arpanghosh3801]

Can we export the model in AutoViml

[@AIEngineeringLife]

Yes the output of AutoViML if you see has model has first parameter. You can call save method to save it You can check below video to see how it can be done as well - kzbin.info/www/bejne/p4WpYWCEeL53nbc (Moved towards end of video)

[@narenderfdrrrscholar2908]

I'm facing a problem to install autoviml. Can you please help me to overcome this

[@AIEngineeringLife]

Are you doing it in local env?.. Try upgrading pip else I would suggest try in colab and link to notebook is below github.com/srivatsan88/KZbinLI

[@ashirbaddas2573]

Video is blurry !!!

[@AIEngineeringLife]

Ashirbad.. please use laptop with KZbin in HD setting for this. This was initial video I recorded and did not realize that in some platform it was issue. I have corrected it in future videos . Sorry for inconvenience

[@ashirbaddas2573]

AIEngineering Ok Sir .. 😊

[@Janamejaya.Channegowda]

Great content. Are you recording the screen in HD?. Video seems to be in lower resolution, I selected HD on YT but resolution remained unchanged. Here is a screen shot of your video in HD: i.imgur.com/S7ARgJ8.png Here is mine in HD: i.imgur.com/fggWiK6.png I am viewing the video on a desktop.

[@AIEngineeringLife]

Will try to zoom in and record future videos and see if I can get it done better. Thanks for pointing out