What is Model Drift in Machine Learning? | Ashutosh Tripathi
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- เผยแพร่เมื่อ 14 ต.ค. 2024
- What is Model Drift in Machine Learning? & What is the difference between concept drift and data drift?
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Ashutosh Tripathi #Modeldrift #machinelearning #continuoustraining
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Model Drift detection using alibi detect live demo: th-cam.com/video/Fwb7PjzGFRg/w-d-xo.html
Thanks for the video. can you please make a video on model governance as well?
Yes, I will. Thanks for the suggestions.
good 👍
Nice sir.. very informative..
Thank you
what is the ideal approach to compare data drift as Historical dataset sample size is large and the production dataset sample size is less. So for data drift do we need to select sample size matching both datasets and if also will it be correct if we choose a sample will that represent the population
A quick introduction to what is experiment and what is experiment tracking in machine learning: th-cam.com/video/BiUBqv1QNOA/w-d-xo.html
Hi Ashutosh, when should we be expecting your end to end courses? Please.
Mostly by December, MLOPS course will be ready.
A very good simple way to explain these concepts, Ashutosh do you have link for statistical methods to identify these drifts real time.
Hello Vinesh, glad you liked the video. I don't have any particular preferred link which I can suggest. Though in Google if you search you get a lot of links. I am trying to collect all possible methods and then going to create a video on the same. Once I am done I can share the content what I am preparing with you as well. Please allow me a week's time. Thank you.
@@AshutoshTripathi_AI : Thank you Ashutosh !!