Search result for Recommender system evaluation Online Courses & Certifications
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Recommender Systems Capstone
by Michael D. Ekstrand , Joseph A Konstan- 0.0
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Approx. 3 hours to complete
This capstone project course for the Recommender Systems Specialization brings together everything you've learned about recommender systems algorithms and evaluation into a comprehensive recommender analysis and design project. You will be given a case study to complete where you have to select and justify the design of a recommender system through analysis of recommender goals and algorithm performance....
Recommender Systems: Evaluation and Metrics
by Michael D. Ekstrand , Joseph A Konstan- 4.4
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Approx. 7 hours to complete
In this course you will learn how to evaluate recommender systems. At the completion of this course you will have the tools you need to compare different recommender system alternatives for a wide variety of uses. The Goals of Evaluation Hidden Data Evaluation Advanced Metrics and Offline Evaluation Beyond Basic Evaluation...
Basic Recommender Systems
by Paolo Cremonesi- 3.9
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Approx. 12 hours to complete
You'll learn how they work, how to use and how to evaluate them, pointing out benefits and limits of different recommender system alternatives. You’ll have the tools to measure the quality of a recommender system and to incrementally improve it with the design of new algorithms. Introduction to Recommender Systems EVALUATION OF RECOMMENDER SYSTEMS...
Big Data Applications: Machine Learning at Scale
by Alexey A. Dral , Vladimir Lesnichenko , Evgeny Frolov , Ilya Trofimov , Pavel Mezentsev , Emeli Dral- 3.8
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Approx. 28 hours to complete
- Construct your own recommender system. - finally, you will build your own recommender system! Recommender Systems Recommender Systems, Introduction. Recommender Systems, Introduction. Non-Personalized Recommender Systems Content-Based Recommender Systems Recommender System Evaluation Recommender Systems. Recommender Systems Recommender Systems (practice week) Recommender Systems....
Machine Learning with Python
by SAEED AGHABOZORGI , Joseph Santarcangelo- 4.7
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Approx. 21 hours to complete
Model Evaluation in Regression Models Evaluation Metrics in Regression Models Evaluation Metrics in Classification Recommender Systems Intro to Recommender Systems Content-based Recommender Systems Recommender System...
Text Retrieval and Search Engines
by ChengXiang Zhai- 4.5
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Approx. 31 hours to complete
Text data are unique in that they are usually generated directly by humans rather than a computer system or sensors, and are thus especially valuable for discovering knowledge about people’s opinions and preferences, in addition to many other kinds of knowledge that we encode in text. 5: Recommender Systems: Content-Based Filtering - Part 1...
