A repository of short demos, recipes, and serries thereof on aspects of machine learning.
| Topic | Description |
|---|---|
| Latent Dirichlet Allocation | A brief preview of using the gensim package to perform LDA on Jane Austin and Charlotte Bronte novels to detect topical differences between the authors. |
| Model Evaluation | A serries on how to evaluate machine learning models. Explores the bias-variance trade-off, evaluating classifiers, regression, and bootstrapping error terms. |
| Object Oriented Programming | Intro to oop in python! |
| Whisky Reviews | Exploration of Whiskey review data from the WhiskyAdvocate |