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Learner Reviews & Feedback for Project on Recommendation Engine - Book Recommender by EDUCBA

4.7
stars
11 ratings

About the Course

This hands-on project-based course guides learners through the process of designing, developing, and evaluating a functional Book Recommendation Engine using Python and data science techniques. Beginning with foundational principles, learners will identify key components of recommender systems, prepare structured datasets, and apply user-driven filters to generate personalized recommendations. In the advanced stages, learners will construct content-based filtering models using textual data, extract meaningful features with TF-IDF and Count Vectorizers, and compute similarity scores to rank items effectively. Throughout the course, learners will also integrate, combine, and transform multi-attribute metadata (e.g., author, title, genre) to enhance the relevance of outputs. By the end of this course, learners will be able to design, implement, and refine a real-world recommendation engine that simulates industry-standard systems....

Top reviews

RM

Aug 10, 2025

Practical, engaging project for building book recommendation system.

IM

Jul 20, 2025

Practical project showcasing book recommendations using real-world data and techniques.

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1 - 11 of 11 Reviews for Project on Recommendation Engine - Book Recommender

By brook h

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Jul 24, 2025

Practical project showcasing recommendation algorithms with clear, book-focused implementation.

By isabella m

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Jul 21, 2025

Practical project showcasing book recommendations using real-world data and techniques.

By Rachit M

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Jul 17, 2025

Practical project on book recommendations; great hands-on learning for beginners.

By magdalenehurtado

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Jul 31, 2025

Practical book recommender project; solid intro to recommendation systems.

By Rajiv M

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Aug 11, 2025

Practical, engaging project for building book recommendation system.

By sharlahumphries

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Jul 28, 2025

Practical project building a book recommendation system effectively.

By trenahyatt

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Aug 4, 2025

Practical project building a functional book recommendation system.

By Lakshit V

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Aug 7, 2025

Practical project for learning book recommendation system basics.

By Brajmohan B

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Aug 21, 2025

Effective book suggestions using user preferences and similarity algorithms.

By Ira C

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Aug 18, 2025

Practical project applying recommendation basics to book suggestions.

By Priyansh S

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Aug 14, 2025

Practical project showcasing book recommendation engine basics.