Natural Language Processing (NLP) is a fascinating field that focuses on the interaction between computers and human (natural) languages. This course provides a comprehensive introduction to the fundamentals of NLP, covering key concepts, techniques, and applications.

Course Outline

  • Introduction to NLP

    • What is NLP?
    • Importance and applications of NLP

  • Data Preprocessing

    • Text cleaning and normalization
    • Tokenization and stemming

  • Language Models

    • Statistical models
    • Neural network models

  • Text Classification

    • Sentiment analysis
    • Topic modeling

  • Machine Translation

    • Rule-based translation
    • Statistical machine translation
    • Neural machine translation

  • Practical Applications

    • Chatbots
    • Voice assistants
    • Text summarization

Learn More

For a deeper understanding of NLP, check out our advanced course on Deep Learning for NLP.

Natural Language Processing