Recommender Systems with Machine Learning - Recommendation Engine

Recommender Systems with Machine Learning - Recommendation Engine

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Practice Problem

Hard

Created by

Wayground Content

FREE Resource

The video tutorial explains how to build a recommendation engine by creating functions to convert between movie titles and indexes. It introduces the Fuzzy Wuzzy library for matching similar titles and demonstrates how to develop functions to find the closest titles using matching scores. The tutorial concludes with implementing logic to sort and compare movie titles based on their similarity scores.

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7 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the two different functions needed for the recommendation engine?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the purpose of the function 'get title from index'.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the role of the Fuzzy Wuzzy library in the recommendation engine?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe how the 'matching score' function works.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the function 'find_closest_title' utilize the previously defined functions?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of sorting the scores in the recommendation process?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

What will be the next step after creating all the functions for the recommendation engine?

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