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Article // Intelligence

The Polymathic Engineer · Jul 18, 2026

The Perceptron

How the simplest classification model works, and why it is the building block of every neural network.

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What's interesting

  • Mentions Netflix
  • Mentions Salesforce
  • Mentions AWS
  • Discusses Classification
  • Discusses error function
  • Discusses feature

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Classification error function feature activation function AI perceptron bias weights step function hyperplane linear regression Machine Learning software architecture perceptron classification bias weights hyperplane step function machine learning software architecture

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