Natural Language Processing (NLP)

Language Models Graphic timeline of n-gram, RNN, LSTM, Transformer.

Language Models Demystified: How GPT, BERT & Friends Work

June 2, 2025 by Sufiyan Momin

Explore the mechanics and evolution of modern language models from n-grams and RNNs to transformers like GPT and BERT in this comprehensive guide covering theory, code examples, case studies, and deployment best practices.

Diagram of preprocessing stages for NLP.

NLP 101: From Text Preprocessing to Transformer Models

May 31, 2025 by Sufiyan Momin

Unlock the fundamentals of NLP from text preprocessing and feature representation to transformer architectures and deployment in this comprehensive guide.