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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


  • C

    Coursera

    Fundamentals of Database Systems

    Skills you'll gain: Information Systems, Database Software, Database Systems, Database Management Systems, Database Design, Information Management, Databases, Diagram Design, Relational Databases, Database Management, Data Management, Software Systems

    4.3
    Rating, 4.3 out of 5 stars
    ·
    32 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    FPGA Design for Embedded Systems

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Laboratory Experience, Laboratory Reports, Application Specific Integrated Circuits, System Design and Implementation, Embedded Software, Embedded Systems, Electronic Hardware, Electronic Systems, Electrical and Computer Engineering, Eclipse (Software), Electronics Engineering, Test Case, Laboratory Testing, Test Script Development, Verification And Validation, Microarchitecture, Computer Architecture, Software Development

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.7K reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Embedded Software and Hardware Architecture

    Skills you'll gain: Embedded Software, Embedded Systems, Debugging, Data Structures, System Programming, Microarchitecture, C (Programming Language), Memory Management, Hardware Architecture, Computer Architecture, Software Design, Maintainability, System Configuration, Code Reusability, Software Architecture, Peripheral Devices

    4.5
    Rating, 4.5 out of 5 stars
    ·
    531 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Building Energy Systems Engineering

    Skills you'll gain: HVAC, Building Services Engineering, Architectural Engineering, Building Design, Energy and Utilities, Climate Change Mitigation, Systems Engineering, Mechanical Engineering, Pump Stations, Systems Design, Civil and Architectural Engineering, Construction, Architecture and Construction, Engineering Design Process, Design Strategies, Mathematical Modeling

    Advanced · Specialization · 3 - 6 Months

  • I

    ISC2

    Systems and Application Security

    Skills you'll gain: Malware Protection, Endpoint Security, Mobile Security, Cloud Security, Application Security, Infrastructure Security, Cloud Deployment, Cloud Computing, Threat Detection, Cyber Attacks, Endpoint Detection and Response, Cybersecurity, Information Systems Security, Virtualization, Virtualization and Virtual Machines, Virtual Machines, Security Controls, Intrusion Detection and Prevention, Data Security, Human Factors (Security)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Financial Systems & Data Analytics

    Skills you'll gain: Financial Data, Big Data, Analytics, Accounting Systems, Enterprise Resource Planning, Data Mining, Governance Risk Management and Compliance, Advanced Analytics, Governance, Data Visualization, Predictive Analytics, Statistical Visualization, Control Objectives for Information and Related Technology (COBIT), Financial Systems, Data-Driven Decision-Making, Financial Analysis, Business Systems, Information Systems, Accounting, Systems Analysis

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    IT Fundamentals: Systems, Networks & Security

    Skills you'll gain: Disaster Recovery, Hardware Architecture, Computer Hardware, Database Management, Relational Databases, Computer Systems, Databases, Computer Architecture, Cybersecurity, Operating Systems, Cyber Attacks, SQL, TCP/IP, Information Technology, Database Systems, General Networking, Information Systems Security, Cyber Security Policies, Networking Hardware, Security Management

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Organizational Effectiveness and Work Systems

    Skills you'll gain: Quality Management, Organizational Structure, Organizational Effectiveness, Organizational Development, Quality Improvement, Quality Management Systems, Process Design, Continuous Quality Improvement (CQI), Organizational Strategy, Organizational Change, Employee Engagement, Operational Excellence, Motivational Skills, Operational Efficiency, Process Management, Human Resource Strategy, Workforce Management, Productivity, Workforce Planning, Systems Thinking

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Foundations of Autonomous Systems

    Skills you'll gain: Computational Logic, Mathematical Modeling, Model Based Systems Engineering, Systems Design, Theoretical Computer Science, Verification And Validation, System Requirements, Engineering Analysis, Functional Requirement, Automation Engineering, Functional Specification, Control Systems, Mechanics, Requirements Analysis, Systems Analysis, Safety Assurance, Linear Algebra, Differential Equations, Algorithms, Applied Mathematics

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
    ·
    38 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Politecnico di Milano

    Sustainable Urban Water Systems

    Skills you'll gain: Stormwater Management, Water Sustainability, Water Resource Management, Water Resources, Hydrology, Environmental Engineering and Restoration, Climate Change Adaptation, Environmental Engineering, Civil Engineering, Sustainable Design, Natural Resource Management, Waste Minimization, Sustainable Development, Climate Change Mitigation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    64 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Building multi-agent systems

    Skills you'll gain: Responsible AI, Containerization, Scalability, Docker (Software), AI Orchestration, Application Deployment, Kubernetes, Azure Active Directory, AI Integrations, System Monitoring, AI Workflows, Agentic systems, Artificial Intelligence, Microsoft 365, Generative AI Agents, Enterprise Architecture, Microsoft Azure, Agentic Workflows, AI Security, Enterprise Security

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Algorithms for Battery Management Systems

    Skills you'll gain: Electrical Safety, Electrical Systems, High Voltage, Simulation and Simulation Software, Simulations, Electronic Components, Safety Standards, Low Voltage, Estimation, Control Systems, Thermal Management, Electronics, Mathematical Modeling, Power Electronics, Electrical Power, Failure Analysis, Electrical Engineering, Model Evaluation, Mathematical Software, Model Optimization

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.6K reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Fundamentals of Database Systems: Coursera
  • FPGA Design for Embedded Systems: University of Colorado Boulder
  • Embedded Software and Hardware Architecture: University of Colorado Boulder
  • Building Energy Systems Engineering: University of Colorado Boulder
  • Systems and Application Security: ISC2
  • Master Financial Systems & Data Analytics: EDUCBA
  • IT Fundamentals: Systems, Networks & Security: EDUCBA
  • Organizational Effectiveness and Work Systems: EDUCBA
  • Foundations of Autonomous Systems: University of Colorado Boulder
  • Sustainable Urban Water Systems: Politecnico di Milano

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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