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Mena Wang, PhD

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Data collection in marketing and social research

Data collection in marketing and social research

Published by China Statistics Press, this book addresses key issues in data collection from research design, implementation to evaluation.

2021

Huixin (Kay) Ke, et al.

Huixin (Kay) Ke, Ning (Mena) Wang

Stories

Mena Wang, PhD

·

Jul 9, 2025

Algorithm-Agnostic ML is Now an Open-Source Python Package

Try it, and you will love it!

Algorithm-Agnostic ML is Now an Open-Source Python Package

In

TDS Archive

by

Mena Wang, PhD

·

Nov 26, 2024

Explainable Generic ML Pipeline with MLflow

An end-to-end demo to wrap a pre-processor and explainer into an algorithm-agnostic ML pipeline with mlflow.pyfunc

A glass ball reflecting a flower tree, Photo by Hannah Murrell on Unsplash

In

TDS Archive

by

Mena Wang, PhD

·

Aug 10, 2024

Algorithm-Agnostic Model Building with MLflow

A beginner-friendly step-by-step guide to creating generic ML pipelines using mlflow.pyfunc

Algorithm-Agnostic Model Building with MLflow

In

Towards AI

by

Mena Wang, PhD

·

Jul 31, 2024

Speed up Your ML Projects With Spark

Handy Custom {pySpark} Functions (II): Data Cleaning & Complex Filtering

Speed up Your ML Projects With Spark

In

Towards AI

by

Mena Wang, PhD

·

Jun 25, 2024

Speed up Your ML Projects With Spark

Handy Custom {pySpark} Functions (I): Data Quality Investigations

An abstract and futuristic image generated by Geminio to hint at the idea of distributed computing

Mena Wang, PhD

·

Feb 6, 2022

Love this feature of Sweetviz. Thanks for sharing!

Mena Wang, PhD

Mena Wang, PhD

Book Author

🔍 Data Scientist | 💡10+ Years in Data & AI | 📚 Author | 🎓 ex-Uni Lecturer https://www.linkedin.com/in/mena-ning-wang/

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