Building Your First Chatbot Using Rasa Framework 2.0

ofrecido por
Coursera Project Network
En este proyecto guiado, tú:

Learn how to train Rasa NLU & define Intents and Entities.

Learn to define training data for Dialogue Management Using Stories & Rules.

Build Actions Server to run Python Code for responses.

Clock2 hours
BeginnerPrincipiante
CloudNo se necesita descarga
VideoVideo de pantalla dividida
Comment DotsInglés (English)
LaptopSolo escritorio

In this 2-hour long project-based course, you will learn how to create a chatbot assistant using the Open Source Chatbot Framework Rasa. Rasa is a free-to-use chatbot building framework developed in Python. In the project, we will be building a shopping chatbot which will help users with suggestions of laptops and phones based on their preference and budget. We will look at how to what’s Rasa NLU, a natural language understanding tool by Rasa. Then we will be looking at what’s Rasa Core which is a dialogue management system developed by Rasa. We will be building a shopping bot which will suggest products based on the user’s input. We will look at how to define intents, entities, writing training data for Rasa Core using Rules & Stories (example conversations). We will look at NLU training pipeline then learn how to define custom actions which can run Python code for a response. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Habilidades que desarrollarás

  • Deep Learning
  • Natural Language Processing
  • Chatbot
  • rasa

Aprende paso a paso

En un video que se reproduce en una pantalla dividida con tu área de trabajo, tu instructor te guiará en cada paso:

  1. Introduction to Rasa & Rasa NLU & Rasa Command Line Tool

  2. Rasa NLU And Defining Intents & Entities

  3. Entity Synonyms, Training Pipeline & Training the Model

  4. Defining Custom Actions

  5. Defining Domain - The Bots Universe

  6. Providing Training Data Using Stories & Rules And Defining Policies.

  7. Training the Chatbot

Cómo funcionan los proyectos guiados

Tu espacio de trabajo es un escritorio virtual directamente en tu navegador, no requiere descarga.

En un video de pantalla dividida, tu instructor te guía paso a paso

Preguntas Frecuentes

Preguntas Frecuentes

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