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Machine Learning Solutions
book

Machine Learning Solutions

by Jalaj Thanaki
April 2018
Beginner to intermediate content levelBeginner to intermediate
566 pages
12h 17m
English
Packt Publishing
Content preview from Machine Learning Solutions

Discussing the hybrid approach

In a real-life scenario, in order to build the chatbot we can also combine some of the techniques described here. As per the business needs we can use a hybrid approach.

Let's take an example. Suppose you are building a chatbot for the finance domain. If a user asks for the available balance in his account then we just need a rule-based system, which can query the database and generate the account balance details for that user. If a user asks how he can transfer money from one account to the other account, the chatbot can help the user by generating step-by-step information on how to transfer money. Here, we will use the deep learning-based generative approach. We should have one system that includes a rule-based ...

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Publisher Resources

ISBN: 9781788390040Supplemental Content