Technical Blog Posts
Blog posts related to movement science, data science, and other technical topics.
Pricipal Component Analysis on Time Series Data
An appllication of the well known dimensionality technique on time series data.
This post reviews background, implementation in python, and interpretation.
Leave One Subject Out Cross Validation for Machine Learning Models
Cross validating machine learning models by leaving out all observations from a single subject. A great approach for small sample sizes and multiple observations per sample.
Walking Gait Speed Classification Using Wearable Sensors and Deep Learning
Classifying walking gait speed using angular velocity signals from inertial measurement units and a deep learning model.
How I Built My Own Website for Free with No HTML Experience
How I built this website with no HTML experience using premade templates and GitHub Pages (a free hosting service).
Building Your Networking Arsenal in the Digital Age
Set yourself up with accounts, a website, and a digital business card for seamless networking at any time.