If you're just getting started with local AI and local-first development, one of the initial hurdles will be getting your data local.

More of an audio-visual person? Check out the accompanying YouTube video on the Probably Private channel if you'd rather watch and listen.

Why should you store data locally …

So, you wanna do at-home AI? Yes, you do!

There's a bunch of great reasons to run your own AI including having more control over your data and models, learning more about how deep learning works, testing out new ideas without having to pay extra cloud or subscription costs and …

I'm excited to open-source a project that I've been using for the past 2 and a half years: a private/personal reader and recommender.

It works with:

• RSS feeds
• Reddit
• HackerNews
• Lobste.rs

and comes with an example Jupyter Notebook for training your own text-based recommendation model once you have …

I recently had the wonderful experience of keynoting PyData Paris, thanks again for the invite! When deciding on a topic, I was considering my recent research about how AI/ML systems memorize data. As I've mentioned in a few talks, if we indeed embraced the fact that machine learning systems …