Integrating BigQuery ML with Dialogflow ES Chatbot | BigQuery for Machine Learning
Integrating BigQuery ML with Dialogflow ES Chatbot | BigQuery for Machine Learning
In this lab you will train a simple machine learning model for predicting helpdesk response time using BigQuery Machine Learning. You will then build a simple chatbot using Dialogflow, and learn how to integrate your trained BigQuery ML model with your helpdesk chatbot. The final solution will provide an estimate of response time to users at the moment a request is generated.
The exercises are ordered to reflect a common cloud developer experience:
Train a model using BigQuery Machine Learning
Deploy a simple Dialogflow application
Use an inline code editor within Dialogflow for deploying a Node.js fulfillment script that integrates BigQuery
Test your chatbot
What you'll learn
How to train a machine learning model using BigQuery ML
How to evaluate and improve a machine learning model using BigQuery ML
How to import intents & entities into a Dialogflow agent
How to implement custom Node.js fulfillment scripts
How to integrate BigQuery with Dialogflow
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