Recommendation Systems Courses and Certifications

Microcredential

Recommendation Systems Theory and Coding

Master collaborative filtering, content-based methods, and hybrid techniques to build recommendation systems from scratch with hands-on projects and real-world applications.

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

Recommendation Systems Foundations

Explore foundational recommendation system algorithms, from baseline prediction models to similarity measures and advanced prediction techniques essential for building robust recommendation tools.

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

Content-Based Recommendation Systems

Dive into content-based recommendation systems, exploring factorization machines and DSSM with hands-on coding examples for developing personalized recommendation models using rich data.

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

Recommendation Systems Quality Evaluation

Explore recommendation system evaluation metrics like Coverage, Serendipity, Novelty, and Diversity through theoretical insights and practical coding examples.

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

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

Content-Based Recommendation Systems using JS

Master content-based recommendation systems using JavaScript, from basic item profiling to advanced factorization machines for personalized recommendations.

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

Recommendation Systems Quality Evaluation using JS

Master recommendation system evaluation metrics like Coverage, Serendipity, Novelty, and Diversity through hands-on JavaScript implementation and practical coding examples.

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

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

Databricks

Building Recommendation Systems Using Graph Neural Networks

Explore graph neural networks for recommendation systems, focusing on RECKON's encoder-decoder architecture to improve entity intelligence and personalize user experiences.

• YouTube
• 26 minutes
• On-Demand
• Free Video

AI Engineer

Improving Recommendation Systems and Search in the Age of LLMs

Explore how LLMs revolutionize recommendation systems through semantic IDs, synthetic data augmentation, and unified models with real-world case studies from Amazon, Netflix, Spotify, and Etsy.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Data Science Festival

Networks and Recommendation Systems

Explore graph-based recommendation systems, their transparent implementation, and real-world applications in this technical deep dive for data science practitioners.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Recommendation Systems for Digital Out of Home Advertising

Explore probabilistic modeling for digital out-of-home advertising content recommendations. Learn strategies for effective ad distribution across digital screens and gain insights into data-driven decision-making for content selection and placement.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Adaptive In-Context Learning with Large Language Models for Bundle Generation - Recommendation Systems

Explore adaptive in-context learning techniques for bundle generation using large language models in recommendation systems.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Data Science Conference

Enhancing Personalization Using Recommendation Systems and Multi-Armed Bandits

Discover how Wargaming's recommendation system uses advanced algorithms to analyze player behavior, boosting engagement and increasing revenue by over 40% through personalized content suggestions.

• YouTube
• 27 minutes
• On-Demand
• Free Video