Mena Ning WANG, PhD

🌟 Editor's Pick 🌟 @mena_wang shares key takeaways and actionable steps for business decision makers. towardsdatascience.com/when-a-differe…

When do you have "enough data" to make a confident decision? 📊 @mena_wang dives into how statistical power and sample size help you confidently separate signal from noise, even when data is messy. towardsdatascience.com/when-a-differe…

Did you know that very different business realities can hide behind the same bar chart — one of the most common ways insights are presented in the business world? @mena_wang shares practical steps to analyze group differences and avoid costly misinterpretations. towardsdatascience.com/when-a-differe…

Struggling with model performance? Learn how to identify and manage the problematic data points, not just your data. @mena_wang unveils a Cook's Distance-inspired approach to pinpoint these influential observations. towardsdatascience.com/help-your-mode…

That 5-point difference in your dashboard might be meaningless. @mena_wang's new article reveals how a simple bar chart can hide three distinct business realities and lead to misinterpretations. towardsdatascience.com/when-a-differe…

Build more robust and reliable ML models. @mena_wang's guide to identifying influential observations teaches you to move beyond simple outlier detection, equipping you with a diagnostic tool for your workflow. towardsdatascience.com/help-your-mode…

With this helper function, you can easily detect and diagnose the most influential points in the training set that pull the model’s predictions away from the “general pattern” reflected in the rest of the data. Learn more on TDS: towardsdatascience.com/help-your-mode…

@AMAZlNGNATURE 🤣

The mama really said no matter how much you have grown you are still my baby

Learn more about MLarena 📦, an open source Python package for streamlining your ML workflow in this article published on @TDataScience towardsdatascience.com/build-algorith… 🧵4/4

This is an overview of the metrics and plots offered in evaluation reports for classification and regression models, respectively. 🧵3/4

Would you like to have a comprehensive evaluation report built for your ML model in just one line? 😎 This is what the `evaluation` method in `MLarena` produces for any sklean-style classification estimators. 😍 🧵 1/4 #MachineLearning #DataScience #pythonlearning #MLOps

Tired of ML boilerplate? @mena_wang's new article introduces MLarena, an open-source Python package that builds algorithm-agnostic ML pipelines in a breeze! Discover how it streamlines training, diagnostics, and optimization. towardsdatascience.com/build-algorith…

Google DeepMind has just made the code for AlphaFold3 available! 🤩👏🎉 Check it out on GitHub: github.com/google-deepmin…

This is the best paper written so far about the impact of AI on scientific discovery

@kkshitijj02 @TDataScience So glad that you find it helpful :)

@mena_wang @TDataScience really cool, just went through your "Algorithm-Agnostic Model Building with MLflow" and learned alot, and now I want to start MLOPs asap haha (still in the deep-learning phase tho)

Just created a site to offer #Python to #R translation of 30 essential #Pandas methods in The Only 30 Methods You Should Master To Become A Pandas Pro published on @TDataScience Site and source code here if interested: menawang.github.io/Pandas-30-R/in… #rstats #DataScience #tidyverse

Introducing an upgraded Claude 3.5 Sonnet, and a new model, Claude 3.5 Haiku. We’re also introducing a new capability in beta: computer use. Developers can now direct Claude to use computers the way people do—by looking at a screen, moving a cursor, clicking, and typing text.

Looking for a continuing position as Lecturer in Statistics? Come join us @ANU_CBE! Job application closes on July 30th Canberra time. 🎓 jobs.anu.edu.au/jobs/lecturer-…

@Franswology @TravenLab @MonashBDI @CentreImpactAMR @MonashUni Congratulations!!!

A few moments ago I found out my PhD has been conferred. Four years that had sacrifice and pain (& “The Event”). But adventure, discovery and exhilaration that made up for it. Thanks Ana @TravenLab for this amazing opportunity. @MonashBDI @CentreImpactAMR @MonashUni

Consider being a volunteer puppy carer? Me and my family have cared for three SED puppies till now. They have brought us so much joy! ❤️And it warms our hearts to think what an important role they may play in another person's life. 🐕‍🦺 More info here: sed.visionaustralia.org/puppy-caring