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Higher educationMaster’s

Master’s · Year 1

Machine learning fundamentals: regression, classification and neural networks.

  • 3 topics
  • 2 chapters
  • 8 min
  • 1 textbook
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  1. 3

    Perceptron and Multilayer Networks

    The artificial neuron, Rosenblatt’s perceptron and its limit, the XOR problem. You will learn how hidden layers, activation functions and backpropagation make it possible to train a multilayer network.

    Chapter 2. Neural networks3 min

Master’s · Year 1: textbooks

Textbooks and study guides for this level.