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Logistic Regression and Optimization (Tutorial)

A basic tutorial about the following topics:

  • polynomial features
  • logistic regression
  • mini-batch SGD (Stochastic Gradient Descent).

Needs just Python with Matplotlib and NumPy modules.

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Logistic Regression and Optimization (Tutorial)

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python machine-learning tutorial plot optimizer sgd logistic-regression newbie stochastic-gradient-descent polynomial-features minibatch-sgd

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