Recommender Systems Courses and Certifications

MLOps.community

Traditional vs LLM Recommender Systems - Are They Worth It?

Explore how LLMs are revolutionizing recommender systems, comparing traditional methods with AI-powered approaches, covering benefits, challenges, and hybrid solutions.

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

DigitalSreeni

Understanding Instacart Dataset - Before Building Recommender Systems

Explore Instacart's dataset structure and master the 7-step preprocessing pipeline that transforms 30M+ purchases into model-ready matrices for building effective recommender systems.

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

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

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

Les coulisses des systèmes de recommandation

Exploration approfondie des systèmes de recommandation, couvrant l'apprentissage automatique, l'évaluation, la modélisation avancée, les bandits contextuels, le classement et l'équité algorithmique.

• edX
• 3 weeks, 29-31 hours a week
• On-Demand
• Free Online Course (Audit)

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

659 ratings at Coursera

Explore non-personalized and content-based recommender systems, learning techniques for product associations, demographic-based recommendations, and personalized filtering using user profiles.

• Coursera
• 23 hours 16 minutes
• On-Demand
• Paid Course

Recommender Systems: Evaluation and Metrics

236 ratings at Coursera

Learn to evaluate recommender systems using various metrics, conduct offline and online evaluations, and compare different alternatives for diverse applications and business goals.

• Coursera
• 7 hours 18 minutes
• On-Demand
• Paid Course

Recommender Systems Capstone

30 ratings at Coursera

Comprehensive analysis and design project for recommender systems, applying algorithms and evaluation techniques to a case study. Produce a report documenting analysis, solution, and justification.

• Coursera
• 2 hours 56 minutes
• On-Demand
• Paid Course

Building a Recommendation System with Python Machine Learning & AI

250 ratings at LinkedIn Learning

Discover how to use Python to build programs that can make recommendations. This hands-on course explores different types of recommendation systems, and shows how to build each one.

• LinkedIn Learning
• 1 hour 39 minutes
• On-Demand
• Free Trial Available

Multimodal RAG: AI Search & Recommender Systems with GPT-4

184 ratings at Udemy

Mastering Multimodal RAG: Build AI-Powered Search & Recommender Systems with GPT-4, CLIP, and ChromaDB

• Udemy
• 1 hour 36 minutes
• On-Demand
• Paid Course

Text Retrieval and Search Engines

13 reviews

Learn natural language processing, vector space models, and search engine technologies to effectively retrieve and analyze text data from various sources.

• Coursera
• 1 day 6 hours 49 minutes
• On-Demand
• Paid Course

Python Machine Learning - Recommender systems with Angular

62 ratings at Udemy

Fullstack Recommender System using Python3 and Angular - E-commerce Machine Learning Using Python and Firebase

• Udemy
• 3 hours 44 minutes
• On-Demand
• Paid Course

Microcredential

Build a Recommender System

Master machine learning techniques to create personalized recommendation engines using Python, pandas, and scikit-learn from foundational concepts to implementation.

• Codecademy
• 28 hours
• On-Demand
• Free Trial Available

Build and Deploy Chatbots and Recommender Systems

Unlock no-code AI solutions by building chatbots and recommendation engines for real-world deployment across diverse markets and business channels.

• Coursera
• 2 hours 40 minutes
• On-Demand
• Paid Course

Serrano.Academy

How Does Netflix Recommend Movies? Matrix Factorization

Explore matrix factorization in recommender systems, focusing on Netflix's movie recommendation algorithm. Learn about dependencies, error functions, and predicting user ratings.

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