MLOps for Natural Language Processing (NLP) - Analytics Vidhya

The artificial intelligence of Natural Language Processing (NLP) is concerned with how computers and people communicate in everyday language. In light of the deployment of NLP models in production systems, we need to streamline the rising use of NLP applications leading to MLOps (Machine Learning Operations) for NLP being helpful. Automating the creation, training, testing, and deployment of NLP models in production systems is the goal of MLOps for NLP. This article will examine the MLOps process for NLP models using Sentiment Analysis as a use case and some of the most recent trends and developments in this field. This article was published as a part of the Data Science Blogathon.