5 Must-Know ML Evaluation Plots to Take Your Model Performance to the Next Level
Introduction Machine learning has become an essential tool in many fields, including healthcare, finance, insurance, …
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Execute notebooks in the cloud with zero infrastructure configuration
Introduction While Jupyter Notebooks allow us to move pretty fast and are well known for their exceptional …
Which Pandas version did I use? Recover dependency versions from legacy notebooks
We found this cool research paper about notebook reproducibility and had to make it run in production. Most (90%) of the …
Which model is better? Improving ML model evaluation with combined plots
Comparing models is one of the essential steps in the Machine Learning workflow: we fit models with different …
Stop using 0.5 as the threshold for your binary classifier
Struggling to get Python packages installed? Get a pre-configured JupyterLab instance for free! Sign up for Ploomber …
Who needs MLflow when you have SQLite?
I spent about six years working as a data scientist and tried to use MLflow several times (and others as well) to track …