Mena Wang

When A Difference Actually Makes A Difference
Data Science
Bite-Sized Analytics for Business Decision-Makers (1)
Mena Wang
September 10, 20256 min read
Help Your Model Learn the True Signal
Machine Learning
An algorithm-agnostic approach inspired by Cook's distance
Mena Wang
August 19, 202513 min read
Build Algorithm-Agnostic ML Pipelines in a Breeze
Machine Learning
The framework is now an open-source Python package for streamlined ML workflows
Mena Wang
July 7, 202519 min read
Explainable Generic ML Pipeline with MLflow
Machine Learning
An end-to-end demo to wrap a pre-processor and explainer into an algorithm-agnostic ML pipeline with mlflow.pyfunc
Mena Wang
November 26, 202414 min read
Algorithm-Agnostic Model Building with MLflow
Machine Learning
A beginner-friendly step-by-step guide to creating generic ML pipelines using mlflow.pyfunc
Mena Wang
August 10, 20249 min read

When A Difference Actually Makes A Difference