Natural Language Processing

Master the art of teaching machines to understand human language. This comprehensive NLP course covers everything from basic text processing to advanced transformer models and large language models.

What You'll Learn:

• Text preprocessing and tokenization techniques
• Word embeddings: Word2Vec, GloVe, and FastText
• Sequence models and attention mechanisms
• Transformer architecture and BERT models
• Building chatbots and conversational AI
• Sentiment analysis and text classification
• Named entity recognition and information extraction
• Fine-tuning large language models

Course Details:

• Duration: 14 weeks (50+ hours of content)
• Level: Intermediate
• Prerequisites: Python, basic ML knowledge
• Certificate: Industry-recognized certification
• Access: Lifetime access with project templates