A lot of my writing is on this blog, but the rest scatters over the Internet. Here is some of my work by topics.

Machine learning in production

I track hundreds of MLOps tools and update the list as I discover new tools and/or existing tools pivot. You can find the analyses of previous versions here:

Tutorials

Machine learning interviews

Courses

I’ve created and taught two courses on machine learning at Stanford. The slides and notes can be found on the courses’ websites.