Posts Tagged "nlp"

Learn to build a multi-label text classifier using DistilBERT with imbalanced classes. Covers binary cross-entropy loss, multi-hot encoding, and practical implementation strategies for handling multiple labels.

Extract common bigrams and trigrams from text using Gensim and NPMI scoring. Learn to mine jargon, phrases, and collocations from customer reviews, feedback, and text corpora.

Comprehensive introduction to generative LLMs covering basics, training processes, and real-world applications. Slides from talk delivered to 70+ attendees.