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  • Recommender Systems

Recommender Systems Courses

Recommender systems courses can help you learn collaborative filtering, content-based filtering, and hybrid approaches to personalization. You can build skills in data analysis, user behavior modeling, and algorithm evaluation. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing machine learning algorithms, as well as frameworks for managing large datasets and user interactions.

Popular Recommender Systems Courses and Certifications


  • J

    Johns Hopkins University

    Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors

    Skills you'll gain: Linear Algebra, Applied Mathematics, Algebra, Advanced Mathematics, Geometry, Applied Machine Learning, Markov Model

    4.8 stars, 79 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (79) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Advanced AI and Machine Learning Techniques and Capstone

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Applied Machine Learning, Data Ethics, Transfer Learning, Artificial Intelligence, Model Optimization, Federated Learning, Machine Learning Methods, Scalability, Machine Learning, Distributed Computing, AI Product Strategy, Microsoft Azure, Information Privacy

    4.6 stars, 55 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (55) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Introduction to Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Deep Learning, Convolutional Neural Networks, Machine Learning Methods, Data Ethics, Microsoft Excel, Generative AI, Excel Formulas, Responsible AI, Data Transformation, Linear Algebra, Feature Engineering, Digital Signal Processing

    4.5 stars, 44 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (44) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Cape Town

    Fintech Startups in Emerging Markets

    Skills you'll gain: Design Thinking, Entrepreneurship, Business Modeling, Blockchain, Bank Regulations, Cryptography, Financial Regulations, FinTech, Cryptographic Protocols, Regulation and Legal Compliance, Financial Regulation, Entrepreneurial Finance, Business Planning, Emerging Technologies, Financial Systems, Video Production, Machine Learning Methods, Innovation, Market Opportunities, Sales Presentations

    4.7 stars, 282 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (282) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • H

    HRCI

    HRCI Associate Professional in Human Resources-International

    Skills you'll gain: Training and Development, Training Programs, Employee Performance Management, Employee Relations, Performance Management, Talent Acquisition, Human Resources, Human Resources Information System (HRIS), Applicant Tracking Systems, Full Cycle Recruitment, Employee Onboarding, Compensation Management, Performance Appraisal, Compensation and Benefits, Recruitment Strategies, Human Resource Strategy, Human Resource Policies, Human Resources Management and Planning, Employee Surveys, Enterprise Risk Management (ERM)

    5 stars, 26 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 5 (26) · Beginner · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Programming

    Skills you'll gain: C (Programming Language), Programming Principles, Computer Programming, Memory Management, Computational Thinking, Computer Systems, Data Structures, Algorithms, File I/O, Operating Systems, Computer Hardware

    4.5 stars, 56 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (56) · Beginner · Course · 1 - 3 Months

    Category: Build toward a degree
    Build toward a degree
  • U

    University of Illinois Urbana-Champaign

    Central Banks and Monetary Policy

    Skills you'll gain: Financial Policy, Financial Systems, Banking, Financial Market, Bank Regulations, Financial Regulation, Capital Markets, Market Liquidity, Economics, Loans, Economics, Policy, and Social Studies, Credit Risk, General Lending, Crisis Management, Crisis Intervention

    4.7 stars, 125 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (125) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    Utrecht University

    Unravelling solutions for Future Food problems

    Skills you'll gain: Nutrition and Diet, Nutrition Education, Food and Beverage, Socioeconomics, Environmental Issue, Sustainable Systems, Sustainable Development, Health Disparities, Behavior Management, Psychology

    4.6 stars, 157 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (157) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of Manchester

    Global Health and Humanitarianism

    Skills you'll gain: Health Equity, Health Disparities, Public Health and Disease Prevention, Public Health, World History, Healthcare Ethics, Emergency Response, Health Care, Health Systems, Crisis Intervention, Social and Human Services, Safety and Security, Human Services, Ethical Standards And Conduct, International Relations, Infectious Diseases, Social Studies, Mitigation, Policy Analysis, Advocacy

    4.7 stars, 289 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (289) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Columbia University

    HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Clinical Perspective)

    Skills you'll gain: Care Coordination, Value-Based Care, Care Management, Patient Coordination, Clinical Informatics, Health Informatics, Interoperability, Health Technology, Managed Care, Healthcare Ethics, Patient-centered Care, Health Systems, Health Care, Primary Care, Health Policy, Data Integration, Communication

    4.6 stars, 161 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (161) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Cisco Learning and Certifications

    Data Security

    Skills you'll gain: Key Management, Data Security, Cryptography, Encryption, Cybersecurity, Network Security, Cryptographic Protocols, Security Information and Event Management (SIEM), Network Monitoring, Information Assurance, Network Analysis, Intrusion Detection and Prevention, Security Controls, Event Monitoring, Data Capture, Continuous Monitoring, Data Integrity

    4.9 stars, 68 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (68) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Anthropic

    Building with the Claude API

    Skills you'll gain: Prompt Engineering, Agentic Workflows, Claude Code, Prompt Patterns, Model Context Protocol, Retrieval-Augmented Generation, Anthropic Claude, Agentic systems, Application Programming Interface (API), Tool Calling, Embeddings, Model Evaluation

    4.7 stars, 155 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (155) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
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In summary, here are 10 of our most popular recommender systems courses

  • Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors: Johns Hopkins University
  • Advanced AI and Machine Learning Techniques and Capstone: Microsoft
  • Introduction to Computer Vision: University of Colorado Boulder
  • Fintech Startups in Emerging Markets: University of Cape Town
  • HRCI Associate Professional in Human Resources-International: HRCI
  • Introduction to Programming: Birla Institute of Technology & Science, Pilani
  • Central Banks and Monetary Policy: University of Illinois Urbana-Champaign
  • Unravelling solutions for Future Food problems: Utrecht University
  • Global Health and Humanitarianism: University of Manchester
  • HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Clinical Perspective): Columbia University

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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