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Articles tagged with #machine-learning

Machine Learning Basics: Improving Model Performance with Feature Engineering
Introduction Welcome back to our Machine Learning Basics series! In our previous post, we built a simple linear regression model that achieved an R-squared score of only 0.123. While this gave us a good foundation, the model's predictive power was qu...
Oct 2, 202510 min read46
Machine Learning Basics: Building Your First Simple Linear Regression Model
Introduction Welcome to the first post in our Machine Learning Basics series! In this tutorial, we'll dive into one of the most fundamental algorithms in machine learning: Linear Regression. We'll build a simple linear regression model to predict ins...
Sep 21, 20257 min read81

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