Brunt Engineer

Documenting my AI/ML journey — raw, real, daily.
Not an expert. Just someone who shows up.
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[Brunt Engineer @BruntEngineer]

#100DaysOfML #buildinpublic #MachineLearning #GradientDescent #AIEngineer #Python #DataScience

[Brunt Engineer @BruntEngineer]

Day 4/100 — Gradient Descent.

Quick question —

Do you think you need to build an LLM
from scratch to become an AI engineer?

You don't.

Your job is to use the tools.
And solve real problems.

Unless you want to be a research scientist.
That's a different path.

Code → in bio

[Brunt Engineer @BruntEngineer]

@adxtyahq hey aditya, cloud you please suggest me a path for enireing in to ai world, im curreblty at core ml models

[Brunt Engineer @BruntEngineer]

Cost function dropped 75.6% in 1000 iterations. The model figured it out by itself.
#100DaysOfML #buildinpublic #MachineLearning #CostFunction #GradientDescent #Python #DataScience

[Brunt Engineer @BruntEngineer]

Day 3/100 — Cost Function.

How does a model know it's wrong?

It measures the gap. Squares it. Averages it.

Start : 0.500
End : 0.121
Reduction : 75.6%

1000 iterations. No instructions. Just math.

Code → [GitHub link]

#100DaysOfML #buildinpublic

[Brunt Engineer @BruntEngineer]

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