Conversational AI (Chatbots) and NLP using JavaScript

Developing Natural Language Processing, NLP techniques using Node.js and Javascript, to understand how to build Conversational Artificial Intelligence, AI requires specific knowledge and techniques.  In this course, we will break down the steps in creating a successful Conversational AI or Chatbot using NLP.

What you will learn:

  • Natural Language Understanding
    • how to build classifiers using different technologies
    • how to measure them
  • Named Entity Recognition
    • extract entities from the sentences of the user to complement this NLU.
  • Natural Language Generation,
    • generate correctly the answers of the Conversational AI
    • how to have answers based on context variables to give a contextualized experience to the users.
  • Util algorithms,
    • N-grams, how to use them for real problems

Using Conversational AI techniques we will build a Chatbot, for both English and Spanish.  We will also web test it using APIs.



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