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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


  • B

    Berklee

    Copyright Law in the Music Business

    Skills you'll gain: Intellectual Property, Lawsuits, Court Systems, Music, Litigation and Civil Justice, Musical Composition, Legal Risk, Law, Regulation, and Compliance, Regulation and Legal Compliance, Digital Assets, Case Law

    4.8 stars, 720 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (720) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    Information Theory

    Skills you'll gain: Communication Systems, Digital Communications, Theoretical Computer Science, Telecommunications, Informatics, Probability, Probability Distribution, Algorithms

    4.7 stars, 171 reviews, Mixed, Course, 3 - 6 Months

    ★ 4.7 (171) · Mixed · Course · 3 - 6 Months

    Category: Preview
    Preview
  • I

    IBM

    Basic System Programming on IBM Z

    Skills you'll gain: Job Control Language (JCL), z/OS, Unix, IBM DB2, Database Management Systems, Mainframe Computing, Unix Shell, Operating System Administration, System Programming, Operating Systems, Unix Commands, System Software, Mainframe Technologies, Data Management, Data Storage Technologies, File Systems, Data Storage, System Configuration, File Management, Transaction Processing

    4.8 stars, 379 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (379) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad de los Andes

    Introducción a la inteligencia artificial contemporánea

    Skills you'll gain: Artificial Intelligence, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Reinforcement Learning, Computer Vision, Agentic systems, Machine Learning Algorithms, Machine Learning, Semantic Web, AI literacy, Natural Language Processing, Embedded Systems, Responsible AI, Data Ethics, Supervised Learning, Applied Machine Learning, Embedded Software, Algorithms, Ethical Standards And Conduct

    4.6 stars, 323 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (323) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California San Diego

    Python Data Products for Predictive Analytics

    Skills you'll gain: Model Evaluation, Model Deployment, Supervised Learning, Feature Engineering, Predictive Modeling, Data Processing, Data Manipulation, Predictive Analytics, MLOps (Machine Learning Operations), Statistical Machine Learning, Web Frameworks, Classification Algorithms, Machine Learning Methods, Model Training, Data Visualization, Statistical Modeling, Interactive Data Visualization, Design Thinking, Machine Learning, Python Programming

    4.3 stars, 309 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (309) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    ESSEC Business School

    L'avenir de la décision : connaître et agir en complexité

    Skills you'll gain: Complex Problem Solving, Decision Making, Systems Thinking, Strategic Decision-Making, Economics, Policy, and Social Studies, Forecasting, Social Sciences, Education and Training, Risk Management, Organizational Structure, Organizational Change, Human Learning, Organizational Effectiveness, Knowledge Transfer, Informatics, Human Development, Psychology

    4.7 stars, 387 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (387) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Pontificia Universidad Católica de Chile

    Análisis de Sistemas de Transporte

    Skills you'll gain: Transportation Operations, Transportation Management, Traffic Flow Optimization, Network Analysis, Operations Research, Systems Analysis, Policy Analysis, Program Evaluation, Demand Planning, Mathematical Modeling, Econometrics, Markov Model, Cost Benefit Analysis, Statistical Modeling, Social Impact, Decision Making

    4.7 stars, 784 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (784) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    DeepLearning.AI

    PyTorch for Deep Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Model Deployment, Hugging Face, Model Optimization, Fine-tuning, Convolutional Neural Networks, Transfer Learning, Data Quality, Generative AI, Data Manipulation, Deep Learning, Generative Model Architectures, Model Training, Image Analysis, MLOps (Machine Learning Operations), Large Language Modeling, Data Pipelines, Artificial Neural Networks, Computer Vision, Natural Language Processing

    4.8 stars, 123 reviews, Intermediate, Professional Certificate, 1 - 3 Months

    ★ 4.8 (123) · Intermediate · Professional Certificate · 1 - 3 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • T

    The Hong Kong University of Science and Technology

    Introduction to Indoor Air Quality

    Skills you'll gain: HVAC, Occupational Hygiene, Cleanliness, Building Services Engineering, Pollution Prevention, Environmental Monitoring, Infection Control, Occupational Health, Safety Standards, Environment Health And Safety, Risk Control, Radiation Protection, Thermal Management, Respiratory Care, Mechanical Ventilation, Health Assessment, Public Health and Disease Prevention, Analytical Testing, Microbiology

    4.7 stars, 695 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (695) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Health Information Technology Fundamentals

    Skills you'll gain: Electronic Medical Record System, Electronic Medical Record, Medical Records, Clinical Informatics, Health Information Management and Medical Records, Health Technology, Health Informatics, Health Information Management, Clinical Documentation, Decision Support Systems, Clinical Data Management, Technical Support, End User Training and Support, Patient Registration, Technical Support and Services, Information Technology, Databases, Change Control, Desktop Support, Help Desk Support

    4.8 stars, 449 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (449) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universitat de Barcelona

    Oceanography: a key to better understand our world

    Skills you'll gain: Hydrology, Physical Science, Water Resources, Geospatial Information and Technology, Environmental Monitoring, Chemistry, Environment, Environmental Science, Biology, Climate Change Mitigation

    4.5 stars, 287 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (287) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    SkillUp

    Business Analyst (ECBA) Certificate Preparation 

    Skills you'll gain: Business Analysis, Business Analysis Tools, Business Process Modeling, Stakeholder Analysis, Process Optimization, Requirements Management, Business Systems Analysis, Process Modeling, Stakeholder Management, Process Improvement and Optimization, Data Modeling, Requirements Elicitation, Stakeholder Engagement, Risk Analysis, Communication Planning, Process Analysis, Analysis, Business Requirements, Business Process, Needs Assessment

    4.7 stars, 115 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (115) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular recommender systems courses

  • Copyright Law in the Music Business: Berklee
  • Information Theory: The Chinese University of Hong Kong
  • Basic System Programming on IBM Z: IBM
  • Introducción a la inteligencia artificial contemporánea: Universidad de los Andes
  • Python Data Products for Predictive Analytics: University of California San Diego
  • L'avenir de la décision : connaître et agir en complexité: ESSEC Business School
  • Análisis de Sistemas de Transporte: Pontificia Universidad Católica de Chile
  • PyTorch for Deep Learning: DeepLearning.AI
  • Introduction to Indoor Air Quality: The Hong Kong University of Science and Technology
  • Health Information Technology Fundamentals: Johns Hopkins University

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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