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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 Trial
    Free Trial
    U

    University of Colorado Boulder

    Optical Engineering

    Skills you'll gain: Model Optimization, Electrical Engineering, electromagnetics, Image Quality, Performance Tuning, Engineering Calculations, Systems Design, System Requirements, Engineering, Scientific, and Technical Instruments, Design Software, Simulation and Simulation Software, Engineering Analysis, Technical Design, Systems Analysis, Numerical Analysis, Image Analysis, System Design and Implementation, Graphical Tools, Human Factors, Medical Imaging

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    378 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    University of Manchester

    Managing Responsibly: Practicing Sustainability, Responsibility and Ethics

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Systems, Business Ethics, Sustainable Development, Intercultural Competence, Ethical Standards And Conduct, Team Oriented, Decision Making, Cultural Diversity, Empowerment, Environmental Management Systems, Systems Thinking, Business Management, Culture Transformation, Stakeholder Management, Business Leadership

    4.8
    Rating, 4.8 out of 5 stars
    ·
    691 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    P

    Pragmatic AI Labs

    AI Tooling

    Skills you'll gain: Amazon Bedrock, AI Security, Retrieval-Augmented Generation, Docker (Software), Prompt Engineering, GitHub Copilot, Token Optimization, Agentic Workflows, AI Orchestration, LLM Application, Debugging, Serverless Computing, Software As A Service, Model Context Protocol, Amazon Web Services, Large Language Modeling, Rust (Programming Language), Code Review, Natural Language Processing, GitHub

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Generative AI for Software Development

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, Database Design, LLM Application, Database Development, Software Documentation, Software Design Patterns, Vibe coding, Databases, Collaborative Software, Software Testing, OpenAI API, Application Design, Technical Documentation, AI Integrations, Generative AI, Software Engineering, Software Development, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    820 reviews

    Beginner · Professional Certificate · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
    G

    Google Cloud

    Orchestrate ML Workflows with Vertex AI Pipelines

    Skills you'll gain: MLOps (Machine Learning Operations), AI Orchestration, AI Workflows, Data Pipelines, Model Deployment, Agentic Workflows, Generative AI Agents, Google Cloud Platform, Forecasting, Model Training, Agentic systems, Prompt Engineering, Automation

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    U

    University of California, Santa Barbara

    CPA Licensure Prep: Advanced Auditing and Attestation

    Skills you'll gain: Audit Planning, Auditing, External Auditing, Financial Auditing, Auditors Report, Sarbanes Oxley Act (SOX) Compliance, Generally Accepted Auditing Standards, Internal Controls, Internal Auditing, Certified Public Accountant, Risk Analysis, Compliance Auditing, Public Accounting, Ethical Standards And Conduct, Risk Management, Regulatory Affairs, Client Services, Quality Management Systems, Business Ethics, Financial Statement Analysis

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google Cloud

    Machine Learning Operations (MLOps) on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Model Deployment, AI Orchestration, AI Workflows, Generative AI, Google Cloud Platform, Data Modeling, Continuous Monitoring, Data Pipelines, Model Training, Feature Engineering, Model Optimization, DevOps, Agentic Workflows, Generative AI Agents, Data Store, Continuous Deployment, Data Preprocessing, Forecasting

    4
    Rating, 4 out of 5 stars
    ·
    497 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Computer Forensics

    Skills you'll gain: Digital Forensics, File Systems, Microsoft Windows, grep, TCP/IP, Network Protocols, Data Security, File Management, Operating Systems, Data Structures, General Networking, Data Validation, File I/O, Record Keeping, Data Integrity, Data Storage, User Accounts, USB, Ethical Standards And Conduct, System Configuration

    4.7
    Rating, 4.7 out of 5 stars
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    349 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    C

    Copenhagen Business School

    FinTech and the Transformation in Financial Services

    Skills you'll gain: FinTech, Payment Systems, Financial Services, International Finance, Payment Processing, Financial Systems, Mobile Banking, Banking Services, Digital Transformation, Financial Regulation, Blockchain, Financial Regulations, Financial Market, Banking, Bank Regulations, Payment Processing and Collection, Regulatory Compliance, Fundraising and Crowdsourcing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    Introduction to Key Constitutional Concepts and Supreme Court Cases

    Skills you'll gain: Legal Proceedings, Civil Procedures, Court Systems, Political Sciences, Appeals, Case Law, Public Safety and National Security, Jury Trial, Social Justice, Governance, Health Policy

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

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    C

    Coursera

    Production-Ready Multimodal ML Engineering

    Skills you'll gain: MLOps (Machine Learning Operations), Data Validation, Model Deployment, Test Driven Development (TDD), Apache Airflow, Data Pipelines, Containerization, Extract, Transform, Load, Kubernetes, Model Training, Data Integrity, Model Optimization, Cloud-Native Computing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Artificial Intelligence, Artificial Neural Networks, Machine Learning Algorithms, Natural Language Processing, Algorithms

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Design, Secure & Document Multimodal APIs

    Skills you'll gain: OAuth, Authentications, API Design, Enterprise Security, Software Documentation, Application Programming Interface (API), Middleware, API Testing, Restful API, Model Deployment, Security Controls, Data Processing, Software Versioning

    Intermediate · Course · 1 - 4 Weeks

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

  • Optical Engineering: University of Colorado Boulder
  • Managing Responsibly: Practicing Sustainability, Responsibility and Ethics: University of Manchester
  • AI Tooling: Pragmatic AI Labs
  • Generative AI for Software Development: DeepLearning.AI
  • Orchestrate ML Workflows with Vertex AI Pipelines: Google Cloud
  • CPA Licensure Prep: Advanced Auditing and Attestation: University of California, Santa Barbara
  • Machine Learning Operations (MLOps) on Google Cloud: Google Cloud
  • Computer Forensics: Infosec
  • FinTech and the Transformation in Financial Services: Copenhagen Business School
  • Introduction to Key Constitutional Concepts and Supreme Court Cases: University of Pennsylvania

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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