Train ML in Browser

by hemantvon 8/5/2024, 1:39 AMwith 0 comments

Sample workflow: https://www.loom.com/share/9e493834f47f4517aac3a3f95ad525f9

Link to the tool: https://nihing-production.up.railway.app/workflows

So I had this crazy idea - what if we could do machine learning stuff right in the browser? No servers, no fancy setups, just pure browser power. And guess what? It frickin' works!

Here's the deal:

- Everything's happening in your browser. Like, EVERYTHING.

- Your data? It's chillin' in local storage. No sneaky uploads.

- Backend? What backend? We don't need no stinkin' backend!

Quick rundown of what I built:

1. Drag n' drop your data: Just yeet your CSV into the browser.

2. Make your data all fancy:

Turn text into numbers 'cause machines are picky eaters. See what your data looks like before you commit. No surprises! 3. Peep your data:

I threw in some graphs 'cause who doesn't love a good chart? Pro-tip: If it looks like a bell curve, you're golden. 4. Train that bad boy:

Pick what goes in, what comes out. Mess with some settings if you're feeling spicy. 5. See what stuck:

Find out which parts of your data are the real MVPs. 6. Extra goodies:

Wanna mash up some CSVs? I got you Why this is nice

- Cheap as free: Your computer does all the work. No cloud bills here!

- Privacy FTW: Your data never leaves your browser. It's like Vegas, but for numbers.

- ML for everyone: No more gatekeeping. If you can click a button, you can do ML now.

- Speed demon: Updates happen faster than you can say "machine learning”

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