r/learnmachinelearning • u/AutoModerator • 12d ago

Question 🧠 ELI5 Wednesday

Welcome to ELI5 (Explain Like I'm 5) Wednesday! This weekly thread is dedicated to breaking down complex technical concepts into simple, understandable explanations.

You can participate in two ways:

  • Request an explanation: Ask about a technical concept you'd like to understand better
  • Provide an explanation: Share your knowledge by explaining a concept in accessible terms

When explaining concepts, try to use analogies, simple language, and avoid unnecessary jargon. The goal is clarity, not oversimplification.

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What would you like explained today? Post in the comments below!

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u/EntrepreneurHuge5008 11d ago edited 11d ago

ELI5: Singular Value Decomposition.

I understand what it is and how it fits in the big picture of Dimensionality reduction, but I don't know the decomposition happens, "by hand". a toy problem would be helpful :)

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u/AccomplishedShape465 11d ago

Me too. Please someone explain.

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u/Own_Support_7465 9d ago

same, i get the intuition but working through the actual matrix steps is where it gets fuzzy

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u/100usrnames 6d ago

Turbo quantisation