HTTP Status Code Prediction with Machine Learning

With the ever-increasing sophistication of digital systems, the need to monitor, understand, and anticipate issues in these systems has become paramount. One of the primary ways of doing this is through log analysis – the practice of examining log entries generated by system activities.

In this blog post, we’ll take a deep dive into a specific application of machine learning in log analysis: Predicting HTTP status codes from log messages. To bring this to life, we’ll walk through a Python script that illustrates how to implement this prediction model.