Thank you for the insightful machine learning video series! Your clear explanations have sparked my curiosity and deepened my understanding of the subject. I'm truly grateful for the knowledge you've shared.
Hi Satya , I just want to know how does a ML model handle data once its deployed in production.? Like when we build a model we scale the data , remove nulls ,transform it and then use it , but how does all this happen in already deployed models? Because a normal day to day life will have all the uncleaned data. Please help , I m really confused. I can build the ml , dl , transformers etc but am confused how is data preprocessing tackled after model is deployed . Basically how is all preprocessing captured in the model to be used after deployment , is it through columntransformers and pipelines or are there any other steps or is it under mlops umbrella ?
Thank you for the insightful machine learning video series! Your clear explanations have sparked my curiosity and deepened my understanding of the subject. I'm truly grateful for the knowledge you've shared.
@@SupriyaBhowmik-z9k welcome 💪
Thank you sir..... 🙏🙏🙏
Your video help me lots....
To understand.. The data analyst... Maind set.. And roll.... 🤘🤘
This was very nice, do keep uploading more and more content🙌🏻
@@Djpapaturndownforwhat thanks
Thank you sir. Soon I'll be joining your course too. Not for videos but for that Whatsapp channel.
please continue this playlist
great explanation
Thank you sir
Great video. Thanks a lot. Can you share the code for HPO?
Hi Satya ,
I just want to know how does a ML model handle data once its deployed in production.? Like when we build a model we scale the data , remove nulls ,transform it and then use it , but how does all this happen in already deployed models? Because a normal day to day life will have all the uncleaned data. Please help , I m really confused. I can build the ml , dl , transformers etc but am confused how is data preprocessing tackled after model is deployed .
Basically how is all preprocessing captured in the model to be used after deployment , is it through columntransformers and pipelines or are there any other steps or is it under mlops umbrella ?
@@ghostofuchiha8124 perfect question, will answer it in a shorts 😀