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Stochastic Gradient Descent

Aug 15, 2024 · 4 min read · Stochastic Gradient Descent (SGD) is a cornerstone algorithm in the realm of machine learning. Its simplicity, efficiency, and effectiveness have made it a go-to choice for optimizing a wide range of models, from linear regression to deep neural netw...

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AVAli Vijdaanvijdaancoding.hashnode.dev

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Finding the Best Model For You - A Guide to Grid Search CV

Jun 19, 2024 · 2 min read · I remember first starting out as a data scientist and manually changing hyper-parameters for hours. It was frustrating. It was time-consuming. Sometimes I would change the model all-together. That was until I started using GridSearchCV. What is GridS...

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Stochastic Gradient Descent

Finding the Best Model For You - A Guide to Grid Search CV