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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


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    U

    University of Pennsylvania

    Vital Signs: Understanding What the Body Is Telling Us

    Skills you'll gain: Vital Signs, Respiration, Respiratory Care, Pulmonology, Pain Management, Physiology, Health Assessment, Cardiology, Thermal Management, Neurology, Patient Evaluation, Anatomy, Clinical Assessment

    4.8
    Rating, 4.8 out of 5 stars
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    6.9K reviews

    Mixed · Course · 1 - 3 Months

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    U

    University of Michigan

    The Future of Payment Technologies

    Skills you'll gain: Payment Systems, Payment Processing, FinTech, Mobile Banking, Mobile Security, Point of Sale, Emerging Technologies, Transaction Processing, Digital Assets, Risk Management, Value Propositions

    4.7
    Rating, 4.7 out of 5 stars
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    1.8K reviews

    Beginner · Course · 1 - 4 Weeks

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    E

    Empower School of Health

    Foundations of Digital Health & Ethical Aspects

    Skills you'll gain: Health Technology, Healthcare Ethics, Data Ethics, Telehealth, Medical Privacy, Surgery, Health Informatics, Health Disparities, Health Care Procedure and Regulation, Ethical Standards And Conduct, Health Care Administration, Public Health, Public Health and Disease Prevention, Regulation and Legal Compliance, Information Privacy, Health Equity, Medical Equipment and Technology, Informed Consent, Health Policy, Digital Transformation

    Intermediate · Specialization · 1 - 3 Months

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    U

    University of Illinois Urbana-Champaign

    Text Retrieval and Search Engines

    Skills you'll gain: Text Mining, Natural Language Processing, Data Mining, Unstructured Data, Big Data, Web Scraping, Machine Learning Algorithms, Web Analytics and SEO, Machine Learning, Information Architecture, Statistical Methods

    4.5
    Rating, 4.5 out of 5 stars
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    961 reviews

    Mixed · Course · 1 - 3 Months

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    C

    Coursera

    RF/Microwave Design - Impedance Matching

    Skills you'll gain: Wireless Networks, Performance Tuning, Process Optimization, Design, Analysis, Mathematical Modeling

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Illinois Urbana-Champaign

    Instructional Design Foundations and Applications

    Skills you'll gain: Instructional and Curriculum Design, Needs Assessment, Instructional Design, Learning Theory, Diversity and Inclusion, Training and Development, Education and Training, Curriculum Development, Analysis

    4.1
    Rating, 4.1 out of 5 stars
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    838 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Salesforce Anti-Patterns

    Skills you'll gain: Salesforce, Salesforce Development, CI/CD, Software Architecture, Force.com, Systems Architecture, Solution Architecture, Salesforce Object Query Language (SOQL), Software Design Patterns, Maintainability, DevOps, Security Requirements Analysis, Scalability, Software Design, Software Technical Review, Database Design, Enterprise Architecture, System Design and Implementation, Interoperability, Systems Integration

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Advanced Machine Learning on Google Cloud

    Skills you'll gain: Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Large Language Modeling, Reinforcement Learning, Computer Vision, Keras (Neural Network Library), Systems Design, Applied Machine Learning, Image Analysis, AI Personalization, Hybrid Cloud Computing, Systems Architecture, Performance Tuning, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Machine Learning, Pandas (Python Package)

    4.5
    Rating, 4.5 out of 5 stars
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    1.5K reviews

    Advanced · Specialization · 3 - 6 Months

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    I

    INSEAD

    Blockchain Revolution

    Skills you'll gain: Blockchain, Digital Assets, Peer Review, FinTech, Financial Inclusion, Business Leadership, Business Transformation, Plan Execution, Payment Systems, Organizational Structure, Digital Transformation, Business Analysis, Business, Competitive Analysis, Strategic Thinking, Business Modeling, Emerging Technologies, Case Studies, Governance, Cryptography

    4.7
    Rating, 4.7 out of 5 stars
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    3.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    É

    École Polytechnique Fédérale de Lausanne

    Smart Cities – Management of Smart Urban Infrastructures

    Skills you'll gain: Transportation Operations, Governance, Technical Management, Systems Thinking, Emerging Technologies, Technology Strategies, Innovation, Infrastructure Architecture, Internet Of Things, Digital Transformation, Data Management, Sustainable Development

    4.7
    Rating, 4.7 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    Deployment and Impact of AI Agents

    Skills you'll gain: Technical Communication, Generative AI Agents, Data Integration, Business Transformation, Application Deployment, Digital Transformation, Continuous Monitoring, Leadership, Agentic systems, Business Leadership, Compliance Management, Continuous Deployment, Stakeholder Communications, Regulatory Compliance, Cloud-Native Computing, Dashboard, CI/CD, Stakeholder Management, Artificial Intelligence and Machine Learning (AI/ML), System Monitoring

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Linux Fundamentals: Configure, Secure & Manage

    Skills you'll gain: Package and Software Management, Linux Administration, Linux, User Accounts, Command-Line Interface, Operating System Administration, Open Source Technology, Disaster Recovery, Red Hat Enterprise Linux, System Monitoring, Unix Commands, System Configuration, Identity and Access Management, Data Storage Technologies, Systems Administration, Linux Commands, Configuration Management, Patch Management, Security Controls, Software Installation

    Mixed · Course · 1 - 3 Months

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

  • Vital Signs: Understanding What the Body Is Telling Us: University of Pennsylvania
  • The Future of Payment Technologies: University of Michigan
  • Foundations of Digital Health & Ethical Aspects: Empower School of Health
  • Text Retrieval and Search Engines: University of Illinois Urbana-Champaign
  • RF/Microwave Design - Impedance Matching: Coursera
  • Instructional Design Foundations and Applications: University of Illinois Urbana-Champaign
  • Salesforce Anti-Patterns: Packt
  • Advanced Machine Learning on Google Cloud: Google Cloud
  • Blockchain Revolution: INSEAD
  • Smart Cities – Management of Smart Urban Infrastructures: École Polytechnique Fédérale de Lausanne

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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