Categories: AIData ScienceMachine Learning

Machine Learning Models used in Facebook

Fig 1. 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

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.

Latest posts by Ajitesh Kumar (see all)

Chunking Strategies for RAG with Examples - November 2, 2025
RAG Pipeline: 6 Steps for Creating Naive RAG App - November 1, 2025
Python: List Comprehension Explained with Examples - October 29, 2025

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.