Machine Learning Models used in Facebook

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This post quickly represents machine learning projects and related machine learning models.

The above diagram represents the usage of the following learning algorithms:

  • Support Vector Machines (SVM)
  • Gradient-boosted decision trees
  • Multi-layer Perceptron (MLP): Used for ranking and personalizing news feeds, ads, search etc.
  • Convolutional neural networks (CNN):
  • Recurrent neural networks (RNN): Used for language translation, speech recognition, content understanding

References

Ajitesh Kumar
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