AI Lab · by Lucía García · 2026-10-07

The thing nobody told me about machinelearning for absolute beginners

The detail that surprised me was how much my desk changed the outcome. Same plan, different setting, completely different energy.

> Tiny progress is still progress.

That line sounds cheesy, but it got me through the part where machinelearning stopped feeling new.

> Tiny progress is still progress.

That line sounds cheesy, but it got me through the part where tools stopped feeling new.

Part of me wanted the fancy version with all the tools. The better version was boring: one notebook, one reminder, and a willingness to be clumsy with the setup for a while.

34 sparks · 9 comments

Comments

Ethan Brooks · 8 likes

This depends heavily on budget, time and personality. The my desk detail changes the whole answer.

Cedar Fern · 1 likes

This is the kind of disagreement I like.

Tola Ibrahim · 4 likes

Love the tiny experiment energy.

Rohan Mehta · 2 likes

That last line is excellent. It reminds me of a very specific conversation near a tiny balcony.

Nour Ali · 4 likes

Same here. It took me too long to learn.

Lucía García · 0 likes

I had the same reaction to here.

Maya Williams · 1 likes

I am mostly here for the follow-up. This is exactly the kind of tradeoff teams argue about for weeks.

Olena Shevchenko · 0 likes

I like this more than the top-level advice.

Luca Bianchi · 1 likes

Really good advice, and it feels doable. I would love to see a follow-up after 8 weeks.