4min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

Evaluating models without test data

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

How Deep Learning Can Be Used in the Sotware?

So what we know from where does deep learning work? Deep learning works on natural things. And the natural world exhibits a multi fractil structure. So if you're looking at text data and you start seeing alpas around six or seven or eight, the layer hasn't learned the correlations. It just didn't learn anything, and it's just sort of there,. Or i learned it t the correlations are so weak that it's not really contributing anything, so you just bait. We know that the many of these models are just that these extra layers ore, wey over perametrized, you know, and they're, You know, so that that's, that's what

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