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.

Data preprocessing

"Data Preprocessing: Taming Wild Data"

Tokenization

"Tokenization: Chopping Words Wisely"

Word embeddings

"Words with Secret Handshakes"

Transformer architecture

"Transformers: Beyond Autobots"

Self-attention mechanisms

"Self-Attention: Unleashing Inner Reflections"

Training large-scale models

"Scaling Models, Shrinking Challenges"

Optimizing training resources

"Train Smarter, Not Harder"