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The performance of machine learning models can deteriorate over time, and NLP models are not the exception. Let's use performance estimation methods to find out if the model has degraded.

A recent study from MIT, Harvard, The University of Monterrey, and other top institutions showed an experiment where 91% of their ML models degrade over time.

Introduction to a performance centric machine learning monitoring workflow.

Learn six different approaches to fix a model performance degradation issue due to data drift.

Building machine learning models is fun. But sharing them with the rest of the world is even more fun. In this tutorial, we will learn how to build a simple ML model and then deploy it using Streamlit. In the end, you will have a web application running your model which you can share with all your friends or customers.

This article will help you cut through your first NLP project and end it with great results. We will be working with tweets data from the Disaster Tweets Dataset.

A couple of days ago I started thinking if I had to start learning machine learning and data science all over again where would I start? The funny thing was that the path that I imagined was completely different from that one that I actually did when I was starting.