Recommender Systems Courses

Deploying Machine Learning Models

50 ratings at Coursera

In this course we will learn about Recommender Systems (which we will study for the Capstone project), and also look at deployment issues for data products. By the end of this course, you should be able to implement a working recommender system (e.g. to…

• Coursera
• 11 hours worth of material, 5 weeks long
• 3rd Apr, 2023
• Free Online Course (Audit)

Introduction to Recommender Systems: Non-Personalized and Content-Based

626 ratings at Coursera

This course, which is designed to serve as the first course in the Recommender Systems specialization, introduces the concept of recommender systems, reviews several examples in detail, and leads you through non-personalized recommendation using summary…

• Coursera
• 23 hours worth of material, 4 weeks long
• 3rd Apr, 2023
• Free Online Course (Audit)

Recommender Systems: Evaluation and Metrics

227 ratings at Coursera

In this course you will learn how to evaluate recommender systems. You will gain familiarity with several families of metrics, including ones to measure prediction accuracy, rank accuracy, decision-support, and other factors such as diversity, product c…

• Coursera
• 7-8 hours worth of material, 4 weeks long
• 3rd Apr, 2023
• Free Online Course (Audit)

Sungkyunkwan University

Recommender Systems

In this course you will: a) understand the basic concept of recommender systems. b) understand the Collaborative Filtering. c) understand the Recommender System with Deep Learning. d) understand the Further Issues of Recommender Systems. Please make sure…

• Coursera
• 17 hours worth of material, 4 weeks long
• 3rd Apr, 2023
• Free Online Course (Audit)

Basic Recommender Systems

35 ratings at Coursera

This course introduces you to the leading approaches in recommender systems. The techniques described touch both collaborative and content-based approaches and include the most important algorithms used to provide recommendations. You'll learn how they w…

• Coursera
• 12 hours worth of material, 4 weeks long
• 3rd Apr, 2023
• Free Online Course (Audit)

Java Programming: Build a Recommendation System

619 ratings at Coursera

Ever wonder how Netflix decides what movies to recommend for you? Or how Amazon recommends books? We can get a feel for how it works by building a simplified recommender of our own! In this capstone, you will show off your problem solving and Java progr…

• Coursera
• 4-5 hours worth of material, 4 weeks long
• 17th Apr, 2023
• Free Online Course (Audit)

Predictive Analytics and Data Mining

129 ratings at Coursera

This course introduces students to the science of business analytics while casting a keen eye toward the artful use of numbers found in the digital space. The goal is to provide businesses and managers with the foundation needed to apply data analytics t…

• Coursera
• 24 hours worth of material, 4 weeks long
• 27th Mar, 2023
• Free Online Course (Audit)

Recommender Systems Capstone

28 ratings at Coursera

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…

• Coursera
• 2-3 hours worth of material, 1 week long
• 8th May, 2023
• Free Online Course (Audit)

DeepLearning.AI;  Stanford

Unsupervised Learning, Recommenders, Reinforcement Learning

950 ratings at Coursera

In the third course of the Machine Learning Specialization, you will: • Use unsupervised learning techniques for unsupervised learning: including clustering and anomaly detection. • Build recommender systems with a collaborative filtering approach and a…

• Coursera
• 27 hours worth of material, 3 weeks long
• 27th Mar, 2023
• Free Online Course (Audit)

Université de Montréal

Recommender Systems: Behind the Screen

How are items recommended when you’re browsing for movies, jobs or clothing online? Register here and you’ll discover the fundamental concepts and methods allowing the most relevant item suggestions to users from e-commerce to online advertisement.

• edX
• 4-6 hours a week, 6 weeks long
• Self paced
• Free Online Course (Audit)

Advanced Recommender Systems

18 ratings at Coursera

In this course, you will see how to use advanced machine learning techniques in order to build more sophisticated recommender systems. Machine Learning is able to provide recommendations and make better predictions, by taking advantage of historical opin…

• Coursera
• 15 hours worth of material, 5 weeks long
• 27th Mar, 2023
• Free Online Course (Audit)

Machine Learning Capstone

17 ratings at Coursera

In this Machine Learning Capstone course, you will be using various Python-based machine learning libraries such as Pandas, scikit-learn, Tensorflow/Keras, to: • build a course recommender system, • analyze course related datasets, calculate cosine sim…

• Coursera
• 19 hours worth of material, 6 weeks long
• 27th Mar, 2023
• Free Online Course (Audit)

Microcredential

Recommender Systems

A Recommender System is a process that seeks to predict user preferences. This Specialization covers all the fundamental techniques in recommender systems, from non-personalized and project-association recommenders through content-based and collaborative…

• Coursera
• 3 hours a week, 22 weeks long
• Paid Course
• 5 courses

Music Recommender System Using Pyspark

Nowadays, recommender systems are everywhere. for example, Amazon uses recommender systems to suggest some products that you might be interested in based on the products you've bought earlier. Or Spotify will suggest new tracks based on the songs you use…

• Coursera
• 1 hour of material
• 10th Apr, 2023
• Paid Course

Introduction to Recommender Systems

21 reviews

Recommender systems have changed the way people find products, information, and even other people. They study patterns of behavior to know what someone will prefer from among a collection of things he has never experienced. The technology behind recommen…

• Coursera
• 4-10 hours a week, 8 weeks long
• 5th Sep, 2016
• Free Online Course (Audit)