Posts

Disentangling Key Indicators for Patients' Mortality Rate in Intensive Care Units
Building machine learning models to analyze key factors that affect ICU mortality probability.
Jiaman Betty Wu
Nov 24, 2021 4 min read Python, Machine Learning, Deep learning
Disentangling Key Indicators for Patients' Mortality Rate in Intensive Care Units
How to build a CNN model with Pytorch
A beginer’s guide to building a CNN model in Pytorch. And a demostration of explainable ML with SHAP.
Jiaman Betty Wu
Last updated on Nov 14, 2021 6 min read Python, Programming, Deep learning
How to build a CNN model with Pytorch
Malaria Data Visualization in Python
Interaction data visualization in Python with Altair and Plotly. A demostration using the WHO malaria data set.
Jiaman Betty Wu
Last updated on Sep 2, 2021 4 min read Python, Programming, Visualization
Malaria Data Visualization in Python
Building and Deploying A Dashboard in Python
A demostration of how to build and deploy a bashboard in Python using Plotly and Dash.
Jiaman Betty Wu
Sep 2, 2021 5 min read Python, Programming
Building and Deploying A Dashboard in Python
Number Theory and A Google Recruitment Puzzle
Google 2004 recruitment puzzle solved! And a demonstration of unit testing in Python using unittest.
Jiaman Betty Wu
Sep 2, 2021 5 min read Python, Programming
Number Theory and A Google Recruitment Puzzle
Project Euler and Solutions
Three problems from the Euler project. Solutions and code in Python!
Jiaman Betty Wu
Sep 2, 2021 7 min read Python, Programming
Project Euler and Solutions