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Learner Reviews & Feedback for Recommendation Engine - Basics by EDUCBA

5.0
stars
11 ratings

About the Course

This hands-on course guides learners through the complete lifecycle of building a movie recommendation system using Python. Beginning with a conceptual overview of recommendation engines and collaborative filtering techniques, learners will identify real-world applications and articulate how these systems drive personalization across platforms. The course progresses through environment setup using Anaconda and dataset preparation, ensuring participants can organize, configure, and manipulate data efficiently. Using the Surprise library, learners will construct machine learning models, validate performance using cross-validation techniques (including RMSE and MAE), and interpret prediction accuracy. Learners will write Python functions to generate personalized movie predictions, gaining practical experience in model evaluation, prediction logic, and iterable handling using tools like islice. By the end of the course, learners will be able to analyze datasets, implement algorithms, and deploy predictive features in a streamlined and reproducible manner. Through interactive coding and progressive exercises, learners will apply, analyze, and create recommendation solutions applicable in real-world data science workflows....

Top reviews

RV

Jul 24, 2025

Simple, clear intro to recommendation systems with foundational concepts and basic algorithms.

RV

Jul 21, 2025

Solid overview of recommendation systems with clear, beginner-friendly explanations.

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1 - 12 of 12 Reviews for Recommendation Engine - Basics

By Rahul V

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Jul 24, 2025

Simple, clear intro to recommendation systems with foundational concepts and basic algorithms.

By Rohan V

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Jul 21, 2025

Solid overview of recommendation systems with clear, beginner-friendly explanations.

By Priyansh S

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Jul 17, 2025

Simple, clear intro to recommendation systems; great for data science beginners.

By Eshan G

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Aug 10, 2025

Solid introduction to fundamentals of recommendation engine systems.

By elizebethirvin

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Aug 7, 2025

Good starting point for understanding recommendation system basics.

By Neerav P

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Jul 31, 2025

Simple, clear intro to recommendation systems; great for beginners.

By Divyansh N

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Aug 4, 2025

Solid overview of recommendation engine concepts and techniques.

By Dipti M

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Jul 27, 2025

Clear intro to recommendations; practical and easy to follow.

By latoshajamison

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Aug 11, 2025

Great starter guide to basic recommendation engine concepts.

By Anil G

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Jul 28, 2025

Good intro to recommendation algorithms and core techniques.

By Anna M

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Aug 3, 2025

Great primer on fundamental recommendation engine concepts.

By michael b

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Jul 20, 2025

Good introduction to recommendation engine fundamentals.