My summary of lessons learned applying data science.

@marimo_io Social proof:

Join millions who have switched to Grok.

Fun fact, I just tried the service and you can totally deploy the FastMCP server on their cloud via a @marimo_io notebook!

RT @PrefectIO: 📕 Learn about FastMCP Cloud-> 🚀Deploy for free ->

I'm going live later today to talk about some agentic things that Claude can't quite handle yet. One avenue is tackled by marimo and the other demo involves a minimalist new tool . Free to join here, but YT video should go live sometime later too!.

Snippet of a YT conversation that really sums it up quite nicely.

Yeah, it seems on the expensive side. But it also looks rad!.

Added a small demo of overtype on the blog, it really seems like a tool that I might want to use later.

Diskcache is so good that it's gotten to the point where I actively look for excuses to use it. Sqlite under the hood, but feels like a normal Python dictionary.

Pretty cool project! Probably the easiest way to add a markdown editor to a site. Only downside is that it does not seem to support images, but super cool none-the-less.

Made a small video about justfiles. They are just so darn amazing.

Also, if you're keen to see the vibe-coding exercise that led to this, you may enjoy this recording:.

I put all the details in my latest substack, but you can also find it on my blog.

The titanic dataset, as it turns out, has a twist!. The "hello world"-dataset of data science can be modelled in a lot of ways, but my favourite is to pick a single column, yes one single column, and to pass that to a linear model. Works nearly as well as a boosted forest!.

Embetter has a new update!. We dropped support for gensim and added support for ollama!.

RT @akshaykagrawal: 👀 launch @marimo_io notebooks straight from the @modal_labs CLI . !

Heck, maybe even some stroopwafel references!.

I have finally found a keyboard that makes no sense what-so-ever. Zero. I do commend the creator though, they've kept the software for this thing alive well after the discontinuation date.

RT @trevmanz: if interested in creating widgets of your own, our #anywidget tutorial was finally shared to youtube:.

TIL that my Python packages have been downloaded well over 2 million times according to the pypi stats.

Cline is better than I thought. The combination of "pick a model for plan mode" and "pick another for act mode" is more pragmatic than I originally thought. Especially with the advent of good local models!. Made a video to show it.