Learning Path

Foundations of NLP → Practical MT System Development

This learning path guides NLP practitioners through the design, implementation, and evaluation of machine translation systems. It covers the evolution from statistical phrase-based models to modern neural architectures with attention and transformers, including multilingual and low-resource scenarios. The path emphasizes hands-on practice with evaluation metrics and real-world considerations.