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Stephen Allwright
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Machine learning

Posts covering areas of machine learning such as model theory, model comparisons, interpretation guides, and data handling.

Model choice

What is a baseline machine learning model?
XGBoost vs Random Forest
LightGBM vs XGBoost
Catboost vs XGBoost

Model installation

Install LightGBM in Python

Data handling

What is imbalanced data?


Check out our handy topic pages

Interpret metric values

Use Snowflake in Python

Feature engineering with Pandas

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