Category: NLP (Natural Language Processing)

How to Evaluate Language Model Translations Using BLEU and ROUGE Scores: A Complete Guide
Machine translation is a critical application of language models, but how do we measure its success? This guide dives deep into two popular evaluation metrics: BLEU and ROUGE. Learn how these metrics work, their advantages, limitations, and how to implement them with Python. Whether you’re benchmarking translations or refining your language model, this article will give you the tools to succeed.

Ever wondered how companies analyze thousands of customer reviews to understand feedback? In this hands-on guide, we’ll build a Sentiment Analysis model using Transformers like BERT. From fine-tuning the model to deploying it as an API with FastAPI, this blog simplifies every step with code and beginner-friendly explanations. Perfect for students and budding developers!