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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


  • D

    Duke University

    Music as Biology: What We Like to Hear and Why

    Skills you'll gain: Music, Sensory Systems Analysis, Music Theory, Aesthetics, World Music, Cultural Diversity, Physiology, Biology

    4.3
    Rating, 4.3 out of 5 stars
    ·
    730 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Practical IT Service Management

    Skills you'll gain: Capacity Management, Information Technology Infrastructure Library, IT Service Management, Service Management, Problem Management, Change Control, IT Management, Service Level, Security Management, Capacity Planning, Incident Management, Service Level Agreement, Change Management, Change Requests, Information Systems Security, Information Technology Operations, Information Assurance, Security Controls, Organizational Change, Help Desk Support

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Strategize Your Data Engineering Evolution

    Skills you'll gain: Data Strategy, Infrastructure Architecture, Financial Data, Business Modeling, Data-Driven Decision-Making, Database Architecture and Administration, Return On Investment, SQL, Data Transformation, Business Planning, Data Pipelines, Strategic Prioritization, Database Design, Financial Analysis, Business Continuity, Cost Benefit Analysis, Performance Metric

    Advanced · Course · 1 - 4 Weeks

  • H

    Hebrew University of Jerusalem

    Synapses, Neurons and Brains

    Skills you'll gain: Sensory Systems Analysis, Electrophysiology, Artificial Neural Networks, Life Sciences, Neurology, Cell Biology, Physiology, Psychology, Network Model, Simulations, Anatomy, Healthcare Ethics, Simulation and Simulation Software, Mathematical Modeling, Biology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Mixed · Course · 1 - 3 Months

  • P

    Pragmatic AI Labs

    Rust for Data Source Monitoring and Automation

    Skills you'll gain: Prometheus (Software), Amazon Bedrock, Rust (Programming Language), System Monitoring, Site Reliability Engineering, Command-Line Interface, Grafana, Continuous Monitoring, IT Automation, Automation, Prompt Engineering, CI/CD, Prompt Patterns, DevOps, Unix Commands, JSON, Compliance Auditing, Linux, File Systems

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introducing Google Security Operations (SOAR)

    Skills you'll gain: Security Information and Event Management (SIEM), Security Software, Dashboard Creation, Role-Based Access Control (RBAC), Incident Management, Automation, System Configuration, Interactive Data Visualization, Integrated Development Environments, Systems Integration, Data Integration

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering Windows Server 2025

    Skills you'll gain: Active Directory, Group Policy, Windows PowerShell, File Management, Windows Servers, Remote Access Systems, Hyper-V, Public Key Infrastructure, Software-Defined Networking, Microsoft Servers, Microsoft Windows, Dynamic Host Configuration Protocol (DHCP), Containerization, Server Administration, Network Troubleshooting, Docker (Software), Virtual Private Networks (VPN), Operating System Administration, Hardening, Computer Networking

    Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Liftoff with Google Antigravity: Build a Video Game with AI

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Orchestration, Vibe coding, AI Workflows, Generative AI Agents, Technical Management, Application Development, Agentic systems, Video Game Development, Development Environment, Application Deployment, Artificial Intelligence, Cloud Hosting, Software Installation, Computer Programming, Authentications, Databases, System Configuration

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    PostgreSQL for Everybody

    Skills you'll gain: Stored Procedure, NoSQL, Database Design, Database Architecture and Administration, SQL, Database Systems, Relational Databases, Cloud Applications, Database Theory, PostgreSQL, Database Management Systems, Data Store, Databases, Database Development, Data Modeling, JSON, Database Management, Text Mining, Query Languages, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.4K reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Model Scenarios: Financial Outcomes

    Skills you'll gain: Financial Forecasting, Risk Analysis, Analysis, Scenario Testing, Business Metrics, Mathematical Modeling, Forecasting, Risk Modeling, Excel Formulas, Financial Reporting, Business Modeling, Management Reporting, Performance Stress Testing, Business Risk Management, Data Analysis, Decision Support Systems

    Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Introduction to Data Engineering

    Skills you'll gain: Data Pipelines, Data Architecture, Requirements Analysis, Requirements Elicitation, Amazon Web Services, Data Infrastructure, Enterprise Architecture, Data Processing, System Requirements, Performance Tuning, Cloud Computing, Data Transformation, Scalability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    486 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Hands-On Data Science with PyTorch & Pandas

    Skills you'll gain: Shiny (R Package), PyTorch (Machine Learning Library), Dashboard, Dashboard Creation, Python Programming, Interactive Data Visualization, Data Visualization, Data Visualization Software, Pandas (Python Package), Image Analysis, Applied Machine Learning, AI Workflows, Machine Learning Methods, Data Science, Computer Programming, Web Frameworks, Application Development, UI Components, Web Development Tools, User Interface (UI)

    Intermediate · Course · 1 - 3 Months

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

  • Music as Biology: What We Like to Hear and Why: Duke University
  • Practical IT Service Management: Packt
  • Strategize Your Data Engineering Evolution: Coursera
  • Synapses, Neurons and Brains : Hebrew University of Jerusalem
  • Rust for Data Source Monitoring and Automation: Pragmatic AI Labs
  • Introducing Google Security Operations (SOAR): Google Cloud
  • Mastering Windows Server 2025: Packt
  • Liftoff with Google Antigravity: Build a Video Game with AI: Google Cloud
  • PostgreSQL for Everybody: University of Michigan
  • Model Scenarios: Financial Outcomes: Coursera

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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