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Build Your First Machine Learning Model From Scratch

Build Your First Machine Learning Model From Scratch

In this video, I walk through how to build a first machine learning model from scratch using pandas, and scikit-learn. We use a real Toronto housing dataset, inspect and clean the data, define a prediction target, create a baseline, train a linear regression model, and compare it against more advanced experiments like lag features and a random ...

Random Forest Tutorial

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