AutoML (Automated Machine Learning) Tutorial in Python: Auto-SKLearn Regression & Classification

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Colab Notebook: colab.research.google.com/dri...
Autosklearn Docs: automl.github.io/auto-sklearn...
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7 май 2022

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Комментарии : 34

@GregHogg 11 месяцев назад

Take my courses at mlnow.ai/!

@XinyueDing Год назад

Thanks for making this great video! Your illustration is very clear and easy to follow, really helps me a lot to get started with automl!

@huytranvan2754 Год назад

Awesome video, just what I need. Thanks Greg!

@farhanmarwatify 2 года назад

greg nice video and nice explanation, please keep it going.

@GregHogg 2 года назад

Thanks so much Farhan! :)

@senna_william 2 года назад

I put it on my playlist to watch later!

@GregHogg 2 года назад

Great to hear William!

@tayjen59 2 года назад

Very useful video. Thanks man

@GregHogg 2 года назад

Thanks so much for the kind words!!

@user-jc3ft2zt5f 5 месяцев назад

Great explaination

@moritzwinklmair1983 Год назад

autosklearn 0.15.0 not compatible to the current numpy version. I always get errors in colab cause of incompatible versions of numpy, sklearn, autosklearn. Any ideas how to solve that??

@kooffrehessien2720 Год назад

I tried doing pip install auto-sklearn in my jupyter notebook but it’s not installing. Giving a long error. From my research I saw that I’m suppose to install Ubuntu but I can rack my brain round that. Please do you have a link on how to install this in Jupyter

@BBBBBBAAAl 2 года назад

thank you once again, a very nice video. Are you familiar with some autoML libraries for time series?

@GregHogg 2 года назад

Not really, I should look into that! But pycaret I would guess

@snim9515 Год назад

Where is the link to the dataset?

@AlvinRyellPrada 2 года назад

I am new to Data Science and Machine Learning world~ English is my secondary language but I am glad that I can follow thru with your instructions! :) hopefully you could cover AUTO-ML in PowerBI too :)

@GregHogg 2 года назад

Awesome! :) And PowerBI isn't exactly a machine learning tool, unless they have evolved it considerably over time

@JanBadertscher Год назад

powerbi can run R and python within a dataset. nothing much to explain there. you have to know powerbi plus python (or R)

@pgp8390 2 года назад

Thank you for the video. Is there any way to use AutoML for classification of time series? Or if each element of the time series is made a feature that would be enough? The algorithm wouldn’t know that they are “ordered” but since they are individual features anyway, they will be considered separately and that’s enough?

@GregHogg 2 года назад

There would be some assumptions you'd have to make that might be violated, but it's certainly possible as is. I think PyCaret has some specifically for time series?