Recommender Systems with Machine Learning - Project Overview

Recommender Systems with Machine Learning - Project Overview

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Practice Problem

Hard

Created by

Wayground Content

FREE Resource

The video tutorial introduces two projects: a song recommendation system using content-based filtering and a movie recommendation system using collaborative filtering. The instructor outlines the steps for each project, including data preparation, data insights, and building and testing recommendation engines. The video concludes with a transition to the next module on recommender systems.

Read more

5 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the first step in creating a content-based filtering recommendation system?

Data visualization

Data preparation

Testing the system

Implementing K nearest neighbors

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which technique is used in the Song's recommendation system project?

Hybrid filtering

Content-based filtering

Matrix factorization

Collaborative filtering

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In the movie recommendation system project, which algorithm is implemented?

K nearest neighbors

Decision trees

TFIDF

Support vector machines

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary technique used in the movie recommendation system?

Association rule learning

Content-based filtering

Collaborative filtering

Hybrid filtering

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the next step after the introduction in the video?

Module 2 of Recommender Systems

Implementing collaborative filtering

Data preparation

Testing the recommendation system

Access all questions and much more by creating a free account

Create resources

Host any resource

Get auto-graded reports

Google

Continue with Google

Email

Continue with Email

Classlink

Continue with Classlink

Clever

Continue with Clever

or continue with

Microsoft

Microsoft

Apple

Apple

Others

Others

Already have an account?