Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: V

Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: V

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Practice Problem

Hard

Created by

Wayground Content

FREE Resource

The video tutorial explains how to define a function for vectorizing stories, questions, and answers. It covers initializing variables, using a for loop to tokenize inputs, and vectorizing yes/no answers. The function returns sequences with maximum lengths to ensure proper padding, preparing the data for training and testing.

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7 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the purpose of defining a new function called vectorized stories_stories?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How do you calculate the maximum story length in the function?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the three main components initialized in the function?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the process of entering stories, queries, and answers into the respective variables.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of converting words to lower case in the tokenization process?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the final output of the vectorized stories function?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the function ensure that the padding for questions is handled correctly?

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