I collected my own sleep data using an Oura ring and analyzed it with BigQuery.

Learn how to build a bag of words text classification model and interpret the model's output with SHAP.

With all the tools democratizing machine learning these days, it’s easier than ever to build high accuracy machine learning models. But even if you build a model yourself using an open source framework like TensorFlow or Scikit Learn, it’s still mostly a black box - it’s hard to know exactly why your model made the prediction it did. As model builders, we’re responsible for the predictions generated by our models and being able to explain...

I'm starting my own blog!