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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


  • 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
    I

    IBM

    AI Workflow: Enterprise Model Deployment

    Skills you'll gain: Apache Spark, Data Pipelines, MLOps (Machine Learning Operations), PySpark, Application Deployment, IBM Cloud, Machine Learning, Containerization, Data Science, Python Programming, Performance Tuning, Scalability

    4.3
    Rating, 4.3 out of 5 stars
    ·
    59 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    IBM

    Introduction to the Threat Intelligence Lifecycle

    Skills you'll gain: Cyber Threat Intelligence, Threat Management, Threat Detection, Data Management, Data Validation, Technical Communication, Automation, Requirements Analysis, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    ServiceNow System Administrator from Zero to Hero

    Skills you'll gain: ServiceNow, Service Level, Systems Administration, User Accounts, Authorization (Computing), Database Application, System Configuration, Automation, Application Design, Content Management, Scripting, Management Information Systems

    4.4
    Rating, 4.4 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    CompTIA Network+ (N10-008)

    Skills you'll gain: Network Security, Remote Access Systems, Disaster Recovery, OSI Models, General Networking, Network Administration, Network Troubleshooting, Computer Networking, Network Architecture, Network Infrastructure, Networking Hardware, Network Monitoring, TCP/IP, Virtual Private Networks (VPN), Network Protocols, Cybersecurity, Computer Security, Data Centers, Virtualization, Authentications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    18 reviews

    Intermediate · 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
    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

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Applied Machine Learning, Image Analysis, Machine Learning Methods, Deep Learning, Visualization (Computer Graphics), Plot (Graphics), Artificial Neural Networks, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    65 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Revolutionary Ideas: Utility, Justice, Equality, Freedom: Rutgers the State University of New Jersey
  • Learning Experience Design: Theories and Frameworks: University of Michigan
  • AI Workflow: Enterprise Model Deployment: IBM
  • Introduction to the Threat Intelligence Lifecycle : IBM
  • ServiceNow System Administrator from Zero to Hero: Packt
  • CompTIA Network+ (N10-008): Packt
  • SQL Window Functions for Analytics: Coursera
  • Hardware and Operating System Foundations I: Illinois Tech
  • Plastic electronics: École Polytechnique
  • Advanced AI and Machine Learning Techniques and Capstone: Microsoft

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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