Machine Learning Models used in Facebook

March 3, 2019 by Ajitesh Kumar · Leave a comment
machine learning models at 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

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Ajitesh Kumar
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Ajitesh Kumar

I have been recently working in the area of Data analytics including Data Science and Machine Learning / Deep Learning. I am also passionate about different technologies including programming languages such as Java/JEE, Javascript, Python, R, Julia, etc, and technologies such as Blockchain, mobile computing, cloud-native technologies, application security, cloud computing platforms, big data, etc. I would love to connect with you on Linkedin. Check out my latest book titled as First Principles Thinking: Building winning products using first principles thinking.
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