Machine Learning Models used in Facebook

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

References

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. For latest updates and blogs, follow us on Twitter. 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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