Guide to Retraining Machine Learning Models (Blog Walkthrough)
#machinelearning #retrain #production
Model drifting is a common phenomenon that you will often find to be happening with your models if you don't train them periodically. How to know when to re-train your ML model? How to evaluate your machine learning models in production? What should be the re-training strategy? I have tried to address all of these in this video.
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⏩ Blog 1: The Ultimate Guide to Model Retraining - https://mlinproduction.com/model-retr...
⏩ Blog 2: Health Checks for Machine Learning - A Guide to Model Retraining and Evaluation - https://nanonets.com/blog/machine-lea...
⏩ Blog 3: When to re-train machine learning models? - https://www.phdata.io/blog/when-to-re...
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About Me:
I am Prakhar Mishra and this channel is my passion project. I am currently pursuing my MS (by research) in Data Science. I have an industry work-ex of 3 years in the field of Data Science and Machine Learning with a particular focus on Natural Language Processing (NLP).