Tag: #bert
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3 posts
NLP & Text Processing Complete Guide: BERT Fine-tuning, RAG Systems, and Multilingual Processing
A comprehensive guide to NLP and text processing covering BPE tokenization, Word2Vec, BERT fine-tuning, RAG pipelines, and Korean morpheme analysis.
2026-03-17 · 15 min read #nlp#bert#embeddings#rag#koreannlpNatural Language Processing Complete Guide: Zero to Hero - From Text Processing to LLMs
A comprehensive guide from NLP fundamentals to the latest LLMs. Learn text preprocessing, Word2Vec, RNN/LSTM, Attention, Transformer, BERT, and GPT step by step with practical code examples.
2026-03-17 · 33 min read #nlp#natural-language-processing#transformer#bert#gptComplete Analysis of the BERT Paper: How Bidirectional Transformers Changed the Landscape of NLP
An in-depth analysis of Google BERT paper. We cover bidirectional pre-training through Masked Language Model (MLM) and Next Sentence Prediction (NSP), fine-tuning strategies, and the core principles of the architecture t
2026-03-01 · 28 min read #bert#nlp#transformer#pre-training#fine-tuning