
Welcome! In this video, we'll review the agenda for this course and discuss how AI assistants have become a common sight across many industries and use cases.
Why do AI assistants use machine learning? In this video, we'll discuss the important role machine learning plays in building flexible and resilient chatbots, and we'll learn about two important concepts: intents and entities.
Time to start building! In this video, we'll install Rasa Open Source and begin creating our first project.
Training data is one of the most important components of an AI assistant. In this video, we'll begin creating NLU training data as well as stories, the training data for the dialogue management model.
This course was developed by instructors from Rasa to give developers a solid foundation in the basics of building AI assistants. During this hands-on, project-based course, you'll build an AI assistant that collects a daily log of health data by text message and posts the data to a spreadsheet.
You'll learn how to:
Install Rasa Open Source and create a new project.
Create and format training data.
Collect data from the user with Rasa forms
Connect with an external API using Rasa custom actions
Connect your assistant to Twilio
Keep improving your assistant using conversation driven development principles