4-Hour Virtual Training on Create CoVID-19 Chatbot using Rasa Framework in Python
Training TypeLive Training
About the Course
Welcome to Creating a CoVID-19 Chatbot Using Rasa Framework in Python. In this course, we will look at how to create a COVID-19 Response Chatbot that can help users with identifying COVID-19 and help with COVID-19 related FAQs. We will look at what are Chatbots? What’s Rasa, why use Rasa? Then We will look at 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 look at how to define intents, entities, writing training data for Rasa Core using Rules & Stories (example conversations). We will look at the NLU training pipeline then learn how to define custom actions that can run Python code for a response. We will then look at how to create Forms to collect information for a certain task from the users. We will look at how we can use Rasa X to interactively train your chatbot and share it with others. We will then move on to look at what are retrieval intents and how they can be used to handle small talk. Finally we will cover how to add Fallback Actions to handle failures in case the bot is not confident about the user's message. Finally we will look at how to connect our chatbot to an external platform i.e., Telegram.
By the end of the course, you will be well-versed with the most advanced open-source framework out there and will be able to build chatbots which can handle real-time customers.
Who is the Target Audience?
Anyone looking to learn about the latest Deep Learning Technologies.
Anyone who is interested in learning how to build Chatbots.
Basic knowledge of Python Programming.
Knowledge of Machine Learning, Deep Learning & NLP Concepts (Not Mandatory)
|23 Jul 2021||Fri (1 Day)||01:00 PM - 05:00 PM (ET)|