From the course: Building Bots with Node.js

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Training the model

Training the model - Node.js Tutorial

From the course: Building Bots with Node.js

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Training the model

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- [Instructor] As mentioned, natural language processing needs to employ machine learning to infer intense and entities from a natural language input. To accomplish that it relies on training data that is qualified and annotated by humans, that's us. This manual process is called training the model. So, let's start up with the typically utterance for a reservation. So, I'm going to type, hi my name is Daniel. I'd like to reserve a table for three people today at 1:00 p.m. While filling this out, we see that we'd already recognized that we are talking about time and date here by marking today at 1:00 p.m. It even converted it into the right values by really extracting and inferring the date from this information. To add this to the list of entities, I now click on this circle with the tick in there. Now, it's part of the entity list and I want to give it the role that's more or less the name of the variable that will be…

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