Eric J Ma's Website

Have you found your deep learning model's forward pass to be excruciatingly slow? Come read on to learn how we made a deep learning model _100X faster_!

[Hugo Bowne-Anderson][hugo], a long-time collaborator and friend in the PyData community, asked in passing about whether I would write a blog post detailing how to set up Travis CI to continually publish my Markdown-sourced slides to the web. I gladly obliged, and I hope you find it useful! [hugo]: https://hugobowne.github.io/

I went to Ann Arbor, MI, to give a talk on testing for data science, and I wanted to share a bit about what Ann Arbor, the PyData community in SE Michigan, and the food here was like.

In Massachusetts, how are cyclists supposed to use the road? I always had a few questions about my own knowledge, until I finally decided to re-check the rules of the road for cyclists and motorists. Turns out, I wasn’t wrong all this while.

Have you heard of [FastAPI](https://fastapi.tiangolo.com/)? I didn't until a recent project at work, and I finally got a chance to test-drive it. Come read on to learn more about why it's _fast_!

I have received questions from others on how to build a digital profile for career development. Everybody’s going to have a unique path, and what I think I can offer are observations on what I think have been helpful for myself and others who have enjoyed similar successes in getting started. My hope is that these pointers, which come from self-reflection over the past two years of work, help you.

How automated statistical procedures can still be useful.

How one can serve up multiple `panel` apps on the same Panel server.

Some reflections on uncertainty after reading a blog post by Brandon Rohrer.

My reflection on the Python dashboarding landscape. There's been a lot of activity, and I provide some recommendations on how we as data scientists can choose between tools.