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Matrix Factorization courses 5

Learn Matrix Factorization online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Columbia University

Machine Learning

Master the essentials of machine learning and algorithms to help improve learning from data without human intervention.

  • edX
  • Fixed dates
  • Free to audit
  • Paid certificate
  • Advanced

The Georgia Institute of Technology

Linear Algebra IV: Orthogonality & Symmetric Matrices and the SVD

4.65 ratings

This course takes you through roughly five weeks of MATH 1554, Linear Algebra, as taught in the School of Mathematics at The Georgia Institute of Technology.

  • edX
  • 3 weeks, 5 - 6 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

University of Minnesota

Matrix Factorization and Advanced Techniques

4.4190 ratings

In this course you will learn a variety of matrix factorization and hybrid machine learning techniques for recommender systems. Starting with basic matrix factorization, you will understand both the intuition and the practical details of building recommender systems based on reducing the dimensiona…

  • Coursera
  • 14 hours
  • Self-paced
  • Paid certificate

CodeSignal

Recommendation Systems Theory and Coding in JS

Master the essentials of building recommendation systems from scratch in JavaScript! This course covers collaborative filtering, content-based methods, hybrid techniques, and evaluation metrics through hands-on projects and real-world applications.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Advanced

University of Minnesota

Recommender Systems

Master recommender systems.

Learning path or series
  • Coursera
  • Self-paced
  • Paid certificate

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