Jun 21, 2024 · 4 min read · Have you ever wondered what's the right moment to stop your training process? How to ensure the models generalize well and save time and computational power at the same time? Hard questions, right? I got you! I want to help you find the answers becau...
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Jan 21, 2024 · 3 min read · In the world of machine learning, the quest for the perfect model is a constant pursuit. We train complex algorithms on mountains of data, hoping they'll learn intricate patterns and make accurate predictions. But sometimes, our eagerness can backfir...
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Sep 1, 2023 · 3 min read · In my blog (Regularization of ML models), I have already discussed different methods of regularization for a linear model. The regularization of a model means setting the parameters of the model in such a way that the cost function which is the perfo...
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