Training = Feedback Loop

The Training Loop

~12 min

Training is Not a Single Step

One of the biggest misconceptions about ML: training isn't a magic "learn" button you press once. It's a loop that repeats thousands of times.

🎲
Make a Guess
Model predicts output
📏
Measure Error
How wrong was it?
🔧
Adjust Parameters
Nudge weights slightly
🔁
Repeat
Do it again... and again...

This loop might repeat 1,000 to 100,000 times before the model gets good at predictions.