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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


  • C

    Coursera

    Agentic AI Development & Security

    Skills you'll gain: AI Security, Threat Modeling, Open Web Application Security Project (OWASP), Security Testing, Retrieval-Augmented Generation, Software Architecture, API Design, Test Automation, Vulnerability Management, Agentic systems, Systems Design, Model Evaluation, Test Driven Development (TDD), CI/CD, Python Programming, Continuous Deployment, Dependency Analysis, Large Language Modeling, Machine Learning, Performance Analysis

    Intermediate · Specialization · 3 - 6 Months

  • R

    Rutgers the State University of New Jersey

    Operations Excellence

    Skills you'll gain: Supply Chain Management, Supply Chain, Supply Chain Systems, Manufacturing Operations, Operations Management, Operations, Supply Chain Planning, Business Operations, Inventory Management System, Operational Efficiency, Production Process, Inventory Control, Inventory and Warehousing, Operational Analysis, Logistics, Internal Communications, Process Analysis, Operational Excellence, Lean Six Sigma, Complex Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    35 reviews

    Advanced · Course · 1 - 4 Weeks

  • D

    Duke University

    Developing Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Machine Learning, Machine Learning Methods, Model Evaluation, Artificial Neural Networks, Information Privacy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    62 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Houston

    Value-Based Care: Reimbursement Models

    Skills you'll gain: Value-Based Care, ICD Coding (ICD-9/ICD-10), Medical Billing and Coding, Medical Coding, CPT Coding, Managed Care, Medical Billing, Revenue Cycle Management, Health Information Management, Health Systems, Health Policy, Health Care, Health Care Procedure and Regulation, Medicare, Risk Analysis, Regulatory Compliance, Health Education, Public Health

    4.4
    Rating, 4.4 out of 5 stars
    ·
    47 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Metasploit for Beginners: Ethical Penetration Testing

    Skills you'll gain: Metasploit, Penetration Testing, Vulnerability Scanning, Cyber Security Assessment, Exploitation techniques, Vulnerability Assessments, Vulnerability Management, Security Testing, Cybersecurity, Linux, Technical Documentation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    72 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Introduction to FastAPI and Backend Development Fundamentals

    Skills you'll gain: Back-End Web Development, PostgreSQL, Server Side, Database Development, Python Programming, Restful API, SQL, API Design, Object-Relational Mapping, Application Programming Interface (API), Database Systems, Database Management, Model Deployment, Data Validation, Development Environment

    3.9
    Rating, 3.9 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Florida

    Fixing Healthcare Delivery 2.0: Advanced Lean

    Skills you'll gain: Lean Methodologies, Patient-centered Care, Patient Safety, Patient Flow, Scientific Methods, Health Systems, Process Improvement, Continuous Quality Improvement (CQI), Process Modeling, Systems Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    44 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    CompTIA CASP+ (CAS-004)

    Skills you'll gain: Threat Management, Vulnerability Assessments, Incident Response, Incident Management, Computer Security Incident Management, Public Key Infrastructure, IT Security Architecture, Disaster Recovery, Vulnerability Management, Law, Regulation, and Compliance, Threat Detection, Cyber Security Assessment, Risk Management, Risk Management Framework, Network Security, Infrastructure Security, Cloud Security, Hardening, Security Engineering, Enterprise Application Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Beginner · Specialization · 1 - 4 Weeks

  • D

    DeepLearning.AI

    PyTorch: Advanced Architectures and Deployment

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Generative Model Architectures, MLOps (Machine Learning Operations), Large Language Modeling, Model Optimization, Convolutional Neural Networks, Software Visualization, Artificial Neural Networks, Embeddings, Computer Vision

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    The Chinese University of Hong Kong

    Religion and Thought in Modern China: the Song, Jin, and Yuan

    Skills you'll gain: Culture, Social Studies, Art History, Ancient History, Liberal Arts, World History, Cultural Diversity, Anthropology, Sociology, Political Sciences, Economics, Governance

    4.5
    Rating, 4.5 out of 5 stars
    ·
    49 reviews

    Mixed · Course · 1 - 3 Months

  • W

    Whizlabs

    Exam Prep CKA: Certified Kubernetes Administrator

    Skills you'll gain: Kubernetes, Docker (Software), Network Troubleshooting, Containerization, Cloud Infrastructure, Application Deployment, Scalability, Virtual Networking, Role-Based Access Control (RBAC), Network Monitoring, System Monitoring, Configuration Management, Software Installation, Data Persistence

    3.2
    Rating, 3.2 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

  • Y

    Yale University

    الأسواق المالية

    Skills you'll gain: Investment Banking, Equities, Financial Systems, Financial Market, Financial Services, Financial Management, Securities (Finance), Corporate Finance, Risk Management, Capital Markets, Financial Regulations, Philanthropy, Finance, Risk Management Framework, General Finance, Financial Regulation, Governance, Portfolio Risk, Underwriting, Insurance

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

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

  • Agentic AI Development & Security: Coursera
  • Operations Excellence: Rutgers the State University of New Jersey
  • Developing Explainable AI (XAI): Duke University
  • Value-Based Care: Reimbursement Models: University of Houston
  • Metasploit for Beginners: Ethical Penetration Testing: Coursera
  • Introduction to FastAPI and Backend Development Fundamentals: Packt
  • Fixing Healthcare Delivery 2.0: Advanced Lean: University of Florida
  • CompTIA CASP+ (CAS-004): Packt
  • PyTorch: Advanced Architectures and Deployment: DeepLearning.AI
  • Religion and Thought in Modern China: the Song, Jin, and Yuan: The Chinese University of Hong Kong

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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