MLflow and the ML Lifecycle
Which slot of the ML lifecycle each MLflow component fills, and which pieces a lightweight team can pick.
Machine Learning
Choosing a Model Training Framework: sklearn vs ONNX
sklearn and ONNX aren’t competing at the same layer. Once you separate their roles, the real question becomes ‘do I need an ONNX layer at all?’
Revisiting Logistic Regression
The structure and characteristics of Logistic Regression, and why an old model still holds the baseline position in CTR prediction.