Programming

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