What’s this about!

This website contains some of my thoughts on machine learning systems, and reflections on machine learning research.

How should I start thinking about machine learning? For research specifically its important to focus on calculus, linear algebra and statistics. Its also important to focus on the history and simplier techniques, to understand the limitations and thus why more complex approaches are developed.

What am I going to commit to write about?

I’m going to try to write two different posts every week:

  • Project Maquette: I’m going to iteratively construct a machine learning feature using “basic” python libraries, and explain the design decisions and limitations. I’m expect this to be a very long project.
  • Teach Machines to Think: a series of blog posts on really anything at all - mostly more detailed notes of my own research. I’ll endevour to provide interactive content

Want more? My existing inventor’s notebook is here