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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


  • Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of IT Fundamentals

    Skills you'll gain: Programming Principles, Information Technology, Operating Systems, Web Applications, Collaborative Software, Computer Literacy, Python Programming, Application Development, Microsoft Office, Linux, Microsoft Windows, Mac OS

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    F

    Fred Hutchinson Cancer Center

    Write Smarter with Overleaf and LaTeX

    Skills you'll gain: Collaborative Software, GitHub, Technical Writing, Version Control, Engineering Documentation, Document Management, Technical Documentation, Typography

    4.3
    Rating, 4.3 out of 5 stars
    ·
    140 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    FPGA Capstone: Building FPGA Projects

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Electronic Hardware, Program Development, Electronic Systems, System Design and Implementation, Eclipse (Software), Embedded Software, Embedded Systems, Development Environment, Software Development, Integrated Development Environments, Software Development Tools, Engineering Documentation, Build Tools, Laboratory Experience, Laboratory Reports, Laboratory Testing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    R

    Rutgers the State University of New Jersey

    Revolutionary Ideas: Utility, Justice, Equality, Freedom

    Skills you'll gain: Political Sciences, Social Justice, European History, Ancient History, Social Sciences, Policy Analysis, Economics, Policy, and Social Studies, Governance, Research, Law, Regulation, and Compliance, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
    ·
    349 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Learning Experience Design: Theories and Frameworks

    Skills you'll gain: Course Development, Instructional Design, Learning Theory, Brainstorming, Design Thinking, Needs Assessment, Motivational Skills, Prototyping, Student-Centred Learning, Creativity, Analysis, Communication

    4.9
    Rating, 4.9 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Rocket Science 101

    Skills you'll gain: Environmental Monitoring, Global Positioning Systems, Environmental Science, Physics, Mechanical Engineering, Environment, Physical Science, Climate Change Programs, Engineering Calculations, Geographic Information Systems, Scientific Methods, Manufacturing and Production, World History, Chemical Engineering, International Relations, Engineering Analysis, Electrical Power, Political Sciences, Emerging Technologies, Timelines

    4.9
    Rating, 4.9 out of 5 stars
    ·
    57 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    SQL Window Functions for Analytics

    Skills you'll gain: SQL, PostgreSQL, Query Languages, Database Management, Database Systems, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    40 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Kinetics: Studying Spacecraft Motion

    Skills you'll gain: Vibrations, Mechanics, Torque (Physics), Engineering Calculations, Engineering Analysis, Differential Equations, Mathematical Modeling, Engineering, Simulation and Simulation Software, Applied Mathematics, Linear Algebra, Physics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    133 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Hardware and Operating System Foundations I

    Skills you'll gain: Microsoft Windows, Windows PowerShell, Operating System Administration, Command-Line Interface, Operating Systems, Systems Administration, Desktop Support, System Configuration, Control Panels, OS Process Management, IT Automation, General Networking, Computing Platforms, Graphical Tools, File Management, Network Troubleshooting, User Accounts

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    84 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    É

    École Polytechnique

    Plastic electronics

    Skills you'll gain: Semiconductors, Display Devices, Computer Displays, Electronic Components, Electronics, Electronic Systems, Materials science, Chemistry

    4.6
    Rating, 4.6 out of 5 stars
    ·
    234 reviews

    Intermediate · 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, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Applied Machine Learning, Data Ethics, Machine Learning Methods, Scalability, Machine Learning, Distributed Computing, MLOps (Machine Learning Operations), Ethical Standards And Conduct, Microsoft Azure, Information Privacy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    The Mathematics of Democracy, Politics and Manipulation

    Skills you'll gain: Political Sciences, Policy Analysis, Social Justice, Social Sciences, Public Policies, Game Theory, Demography, Logical Reasoning, Applied Mathematics

    5
    Rating, 5 out of 5 stars
    ·
    23 reviews

    Mixed · Course · 1 - 3 Months

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

  • Foundations of IT Fundamentals: Packt
  • Write Smarter with Overleaf and LaTeX: Fred Hutchinson Cancer Center
  • FPGA Capstone: Building FPGA Projects: University of Colorado Boulder
  • Revolutionary Ideas: Utility, Justice, Equality, Freedom: Rutgers the State University of New Jersey
  • Learning Experience Design: Theories and Frameworks: University of Michigan
  • Rocket Science 101: University of Michigan
  • SQL Window Functions for Analytics: Coursera
  • Kinetics: Studying Spacecraft Motion: University of Colorado Boulder
  • Hardware and Operating System Foundations I: Illinois Tech
  • Plastic electronics: École Polytechnique

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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