Recommendation Engine Bootcamp
About this course
Welcome to the best online course on Recommendation Engine.Master various recommendation engines including Content-based filtering, collaborative filtering, Singular value decomposition.Recommender systems aim to predict users' interests and recommend product items that quite likely are interesting for them.A recommendation engine is a type of data filtering tool using machine learning algorithms to recommend the most relevant items to a particular user or customer.It operates on the principle of finding patterns in consumer behavior data, which can be collected implicitly or explicitly.This course gives you a thorough understanding of the Recommendation systems.In this course, you will coverIntroduction to Recommendation Engine.Use cases of recommender systems.Content-based filtering.Filtering movies based on genres.User-based collaborative filtering.Item-based collaborative filtering.Singular value decomposition using Surprise library.and much, much more!Not only this, you will also work on three very exciting projects such as Project Course 1: Movie Recommender SystemsProject Course 2: Open Jobs Analyzer and Recommendation SystemProject Course 3: Books Recommendation Engine.I am always available to answer your questions and help you along your data science journey. See you in class!You will learn to create a movie recommendation engine as well as a book recommendation engine and Open job analyzer system.It will be fun working on such exciting projects.You will see how easy it is to recommend new books or movies based on the user's past preferences.Instructor Support - Quick Instructor Support for any queries.
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What you'll learn
- understand the principles of recommendation systems
- implement content-based filtering
- apply collaborative filtering techniques
- use Singular Value Decomposition
- build functional recommendation engines for movies and books
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