Building Your First Chatbot Using Rasa Framework 2.0

Offered By
Coursera Project Network
In this Guided Project, you will:

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
BeginnerBeginner
CloudNo download needed
VideoSplit-screen video
Comment DotsEnglish
LaptopDesktop only

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.

Skills you will develop

Deep LearningNatural Language ProcessingChatbotrasa

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  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

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

Frequently asked questions

Frequently Asked Questions

More questions? Visit the Learner Help Center.