Conversational AI (Chatbots) and NLP using Javascript

Conversational AI (Chatbots) and NLP using Javascript

Learn NLP techniques using Node.js and Javascript, to understand how to build a Conversational Artificial Intelligence.

You'll learn what is Natural Language Understanding, how to build classifiers using different technologies and how to measure them.

Also Named Entity Recognition, to extract entities from the sentences of the user to complement this NLU.

Natural Language Generation, to generate correctly the answers of the Conversational AI, and how to have answers based on context variables to give a contextualized experience to the users.

Also some util algorithms, like N-grams, and how to use them for real problems like guessing the language of a sentence or predicting the next word of a sentence.

Finally we will build a chatbot, multi-language in english and spanish, able to guess the language from the sentence, and using this Conversational AI techniques that we have learn during the course, and finally we will connect this chatbot to a web exposing an API.

Conversational Artificial Intelligence, NLP (Natural Language Processing) and Chatbots using Node.js and Javascript

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What you will learn

• Understand the concepts of NLP, NLU, NLG, NER and how they are applied
• Understand Artificial Intelligence writing regresions in javascript using Brain and Tensorflow
• Write your own tokenizer and use existing tokenizers from Natural and NLPjs

Rating: 4.35

Level: All Levels

Duration: 9.5 hours

Instructor: Jesús Seijas