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

Tutorials

Machine learning interviews

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:

Courses

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