Collaborative Filtering Courses and Certifications

Microcredential

Recommendation Systems Theory and Coding in JS

Master collaborative filtering, content-based methods, and hybrid techniques to build recommendation systems from scratch using JavaScript through hands-on projects.

• CodeSignal
• 15 hours
• On-Demand
• Free Certificate
• 4 courses

Recommendation Systems Foundations using JS

Master foundational algorithms for building recommendation systems using JavaScript, from baseline predictors to Pearson correlation and weighted averages for accurate predictions.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Building Recommender Systems with Machine Learning and AI

3645 ratings at Udemy

How to create machine learning recommendation systems with deep learning, collaborative filtering, and Python.

• Udemy
• 11 hours 47 minutes
• On-Demand
• Paid Course

Microcredential

Recommender Systems

832 ratings at Coursera

Comprehensive exploration of recommender systems, covering fundamental techniques to advanced topics. Gain practical skills through interactive exercises and implement real-world solutions using various algorithms and tools.

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

fast.ai

Practical Deep Learning For Coders

7 reviews

Learn how to get a GPU server online suitable for deep learning— to creating state of the art, highly practical, models for computer vision, natural language processing, and recommendation systems.

• Independent
• 7 weeks, 10 hours a week
• On-Demand
• Free Online Course

The Ultimate Beginners Guide to Python Recommender Systems

189 ratings at Udemy

Use collaborative filtering to recommend movies to users! Implementations step by step from scratch!

• Udemy
• 3 hours 54 minutes
• On-Demand
• Paid Course

Recommendation Engine Bootcamp

158 ratings at Udemy

Master recommendation systems Industry Projects using using modern recommendation techniques and methodologies

• Udemy
• 4 hours 22 minutes
• On-Demand
• Paid Course

AI-Driven Marketing Personalization for Business Leaders

68 ratings at Udemy

Transform customer experiences with AI personalization: Learn algorithms, real-time data, and scaling strategies.

• Udemy
• 2 hours 6 minutes
• On-Demand
• Paid Course

EDUCBA Microcredential

Mastering Recommendation Systems with Python

69 ratings at Coursera

Master recommendation systems using Python, from collaborative filtering to hybrid models, with hands-on projects building movie and book recommenders using Surprise and Scikit-learn.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

EIT Digital;  Politecnico di Milano

Basic Recommender Systems

43 ratings at Coursera

Explore leading recommender system approaches, from collaborative to content-based. Learn algorithms, evaluation techniques, and design strategies for personalized recommendations across various domains.

• Coursera
• 11 hours 50 minutes
• On-Demand
• Paid Course

EDUCBA

Recommendation Engine - Basics

29 ratings at Coursera

Discover how to build movie recommendation systems using Python, collaborative filtering, and the Surprise library with hands-on model evaluation and deployment techniques.

• Coursera
• 2 hours 43 minutes
• On-Demand
• Paid Course

EDUCBA

Project on Recommendation Engine - Advanced Book Recommender

25 ratings at Coursera

Master building personalized book recommendation systems using Python, combining collaborative and content-based filtering into hybrid models with real-world applications.

• Coursera
• 4 hours 37 minutes
• On-Demand
• Paid Course

EIT Digital;  Politecnico di Milano

Advanced Recommender Systems

23 ratings at Coursera

Explore advanced machine learning techniques for sophisticated recommender systems, including hybrid filtering, factorization machines, and cross-domain recommendations to enhance prediction accuracy and user experience.

• Coursera
• 14 hours 49 minutes
• On-Demand
• Paid Course

EDUCBA

Develop a Movie Recommendation Engine

10 ratings at Coursera

Discover how to build movie recommendation systems using Python, from popularity-based models to content-based filtering with real-world data and machine learning techniques.

• Coursera
• 2 hours 52 minutes
• On-Demand
• Paid Course

Packt Microcredential

Recommender Systems

5 ratings at Coursera

Master advanced recommender systems using machine learning, deep learning models like RNNs and LSTMs, and build real-world recommendation engines with TensorFlow and Python.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses