Natural Language Processing

Course Overview

Unlock the power of language with this comprehensive Natural Language Processing course. Master the techniques that power modern AI language systems, from text preprocessing and sentiment analysis to advanced transformer models like BERT and GPT. Learn to build chatbots, text classifiers, machine translation systems, and more using state-of-the-art NLP libraries and frameworks.

What You'll Learn

• Text preprocessing and tokenization techniques
• Word embeddings: Word2Vec, GloVe, and FastText
• Sentiment analysis and text classification
• Named Entity Recognition and information extraction
• Sequence-to-sequence models and attention mechanisms
• Transformer architectures: BERT, GPT, and T5
• Building chatbots and conversational AI systems
• Machine translation and language generation

Course Details

• 52 hours of content
• 195+ video lectures
• 30 coding exercises
• 6 real-world projects
• Certificate of completion
• Lifetime access