Natural Language Processing overview image

Natural Language Processing

6 Pathways • 34 Skills

Natural Language Processing, or NLP, is like teaching computers to chat with us in our own lingo. It's a set of skills that helps machines understand and respond to human language—think Siri or Alexa. Super important because it's changing how we interact with technology, making it more like talking to a buddy than punching keys on a keyboard.

Perplexity

"Perplexity: Measuring Model Bewilderment."

Precision, recall, and F1 score

"Measure Twice, Predict Once."

BLEU score

"BLEU: Measuring Machine's Musing Mastery"

ROUGE score

"ROUGE: Beyond the Red Herring"

Human evaluation

"Judgment: Uniquely Human Metric"