Machine Learning Models used in Facebook


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


Ajitesh Kumar

Ajitesh Kumar

Ajitesh has been recently working in the area of AI and machine learning. Currently, his research area includes Safe & Quality AI. In addition, he is also passionate about various different technologies including programming languages such as Java/JEE, Javascript and technologies such as Blockchain, mobile computing, cloud-native technologies, application security, cloud computing platforms, big data etc.

He has also authored the book, Building Web Apps with Spring 5 and Angular.
Ajitesh Kumar

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