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.
