Learning machine learning and deep learning is difficult for newbies. As well as deep learning libraries are difficult to understand. I am… (more…)

This post demonstrated how you can use GitHub Actions to perform inference with your ML models inside GitHub... (more…)

An argument that it is time to re-think our approach to natural language understanding, since the ‘big data’ approach to NLU is implausible and both technically and theoretically flawed.. (more…)

Bonus material: Deep dive into the data science behind linear regression. Download the entire modeling process with this Jupyter Notebook. (more…)

A guide to machine learning techniques for limited data problems, including approaches for small amounts of data and for large amounts of unlabelled data. (more…)