Using geometry to turn the OpenBiomechanics project’s motion capture markers into joint angles.
Big data can’t dig you out of the base rate fallacy.
Adding context and classifiers to traditional multi-armed-bandits.
No NLP, no word2vec, just categorical embeddings in NumPy.
Optimization for big data.
Spend less time writing ubiquitous Py-data code and spend more time on the good stuff.
Using docker-compose to add a Postgres database to our web app.
Moving a web app into the cloud.
How to build a Dockerfile suited for a Streamlit web app.
A review of matrix decomposition that points towards applications in deep learning.
Explicitly stating Logistic Regression’s statistical origins, for those that jumped directly to Ng’s ML course.
