Recommendation Systems Courses and Certifications

Introduction to Embeddings with the OpenAI API

Unlock more advanced AI applications, like semantic search and recommendation engines, using OpenAI's embedding model!

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Intermediate Network Analysis in Python

Analyze time series graphs, use bipartite graphs, and gain the skills to tackle advanced problems in network analytics.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Building Recommendation Engines in Python

Learn to build recommendation engines in Python using machine learning techniques.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Big Data with PySpark

Master how to process big data and leverage it efficiently with Apache Spark using the PySpark API.

• DataCamp
• 1 day 1 hour
• Self-Paced
• Free Trial Available

Fundamentos de sistemas recomendadores

Aprende los fundamentos de sistemas recomendadores, desde conceptos básicos hasta técnicas avanzadas como filtrado colaborativo y evaluación de métricas para crear recomendaciones personalizadas efectivas.

• Coursera
• 8 hours 11 minutes
• Self-Paced
• Paid Course

Case Study: Set Up a Book Recommendation App in Azure

Learn to set up a secure, efficient book recommendation app in Azure in this hands-on case study.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Recommendation Systems on Google Cloud

484 ratings at Coursera

Explore advanced ML techniques to build a recommendation engine pipeline, covering content-based, collaborative filtering, neural networks, and reinforcement learning approaches.

• Coursera
• 13 hours 23 minutes
• Self-Paced
• Paid Course

MITCBMM

Machine Learning Techniques and Applications in Finance, Healthcare and Recommendation Systems

Explore state-of-the-art machine learning techniques and their applications in finance, healthcare, and recommendation systems, focusing on ensemble methods, collaborative filtering, and portfolio construction.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

GoLab conference

Building Location-Based Recommendation Systems Using Google Geocoding and Go

Explore building location-based recommendation systems using Google's Geocoding API and Go. Learn about geospatial data analysis, SurrealDB's Geo functions, and the benefits of Go for this application.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

OpenSource Connections

Building Recommendation Systems with Vector Search - Women of Search

Explore building recommendation systems using vector search, focusing on Ref2Vec for user representation and bipartite graphs for user-product connections. Learn to enhance e-commerce experiences through advanced search techniques.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Knowledge Graph Recommendation Systems for COVID-19

Explore knowledge graph recommendation systems for COVID-19, leveraging Python skills to enhance understanding of pandemic-related data and insights.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Simons Institute

Adaptive Data Collection via Autoregressive Generation in News Recommendation Systems

Discover how autoregressive models can enhance adaptive data collection and decision-making through Thompson sampling, with applications in news recommendation systems and cold-start problems.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Recommendation Systems

Explore cutting-edge research in recommendation systems, covering algorithms, personalization techniques, and user behavior analysis for improved content suggestions.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Conference Talk

Vector Database Projects: AI Recommendation Systems

14 ratings at Coursera

Develop AI-powered recommendation systems using vector databases, Chroma DB, and Hugging Face models. Create food ordering and job search projects to showcase your skills in this high-growth field.

• Coursera
• 6 hours 3 minutes
• Self-Paced
• Paid Course

Diving Deep into Collaborative Filtering Techniques with ALS

Explore collaborative filtering techniques for recommendation systems, from user-based methods to matrix factorization and Alternating Least Squares algorithms for both explicit and implicit feedback.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate