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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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    Lund University

    Understanding and Evaluating AI for Mental Health

    Skills you'll gain: Large Language Modeling, Model Evaluation, Artificial Intelligence, Generative AI, Machine Learning, Natural Language Processing, Clinical Psychology, Mental Health, Clinical Practices

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    Search Engine Optimization (SEO) with Squarespace

    Skills you'll gain: Blogs, Content Management Systems, Search Engine Optimization, Content Optimization, Digital Marketing Tools

    4.5
    Rating, 4.5 out of 5 stars
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    1.2K reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Macquarie University

    Strategising: Management for Global Competitive Advantage

    Skills you'll gain: Business Strategy, Design Thinking, Supply Chain, Strategic Thinking, Supply Chain Planning, Business Ethics, Supply Chain Management, Corporate Sustainability, Sustainable Business, Customer Analysis, Emerging Technologies, Organizational Strategy, Strategic Marketing, Growth Strategies, Supply Chain Systems, Strategic Sourcing, Corporate Strategy, Environmental Social And Corporate Governance (ESG), Digital Transformation, Innovation

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    Madecraft

    Modern Remote Leadership

    Skills you'll gain: Delegation Skills, Virtual Teams, Accountability, File Management, Organizational Skills, Trustworthiness, Employee Coaching, Accountability Frameworks, Document Management, Team Oriented, Coordinating, Teamwork, Negotiation, Calendar Management, Team Management, Drive Engagement, Telecommuting, Employee Engagement, Conflict Management, Communication

    Intermediate · Specialization · 3 - 6 Months

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    Pearson

    Sensation, Perception, and Consciousness

    Skills you'll gain: Sensory Systems Analysis, Psychology, Mental and Behavioral Health, Physiology, Mental Health Diseases and Disorders, Neurology, Pharmacology

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Leading Sustainable Community Transformation

    Skills you'll gain: Systems Thinking, Stakeholder Management, Sustainable Systems, Cross-Functional Collaboration, Planning, Project Planning, Cross-Functional Team Leadership, Stakeholder Analysis, Sustainable Development, Strategic Leadership, Corporate Sustainability, Community Outreach, Social Impact, Strategic Thinking, Relationship Building, Business Leadership, Team Building, Project Management, Communication Strategies, Ethical Standards And Conduct

    4.5
    Rating, 4.5 out of 5 stars
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    262 reviews

    Beginner · Specialization · 1 - 3 Months

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    Johns Hopkins University

    Humanitarian Health: A Public Health Approach in Crises

    Skills you'll gain: Sanitation, Public Health, Health Systems, Human Services, Epidemiology, Social and Human Services, Public Health and Disease Prevention, Emergency Response, Health Equity, Health Disparities, Infection Control, Water Resources, Community Health, Infectious Diseases, Immigration Law, Nutrition and Diet, Mitigation, Preventative Care, Care Coordination, Nutritional Assessment

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    An Introduction to the U.S. Food System: Perspectives from Public Health

    Skills you'll gain: Nutrition and Diet, Food and Beverage, Sustainable Systems, Public Health, Community Health, Social Justice, Sustainable Development, Community Development, Health Equity, Systems Thinking, Land Management, Environment, Environmental Issue, Natural Resource Management, Health Policy, Public Policies, Health Promotion, Economics

    4.7
    Rating, 4.7 out of 5 stars
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    165 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Deep Learning and Modern AI Architectures

    Skills you'll gain: Fine-tuning, Generative Model Architectures, Deep Learning, Autoencoders, Generative AI, Model Optimization, Artificial Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Network Architecture, Model Evaluation, Anomaly Detection, Computer Vision, Predictive Modeling

    Advanced · Course · 1 - 4 Weeks

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    Pearson

    Torts, Crimes, and Intellectual Property

    Skills you'll gain: Intellectual Property, Asset Protection, Legal Risk, Personal Injury Law, Civil Law, Information Technology, Cybersecurity, Cyber Attacks, Legal Proceedings, Law, Regulation, and Compliance, Regulation and Legal Compliance, Court Systems, Business Ethics, Litigation and Civil Justice, Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Microsoft Power Platform Solutions Architect's Handbook

    Skills you'll gain: Power Platform Architecture & Technical Design, Business Workflow Analysis, Process Analysis, Microsoft Power Platform, Process Mapping, Application Lifecycle Management, Microsoft Copilot, Business Continuity Planning, Solution Architecture, Data Loss Prevention, Business Process Improvement, Functional Requirement, Disaster Recovery, Enterprise Architecture, Digital Transformation, Data Modeling, Planning, Business Process, Risk Mitigation, Stakeholder Management

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Foundations of Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Deep Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Computational Logic, Model Evaluation, Markov Model, Responsible AI, Machine Learning Algorithms, Decision Intelligence, AI Workflows, Model Optimization, Artificial Intelligence, Agentic systems, Machine Learning, Algorithms, Artificial Neural Networks, Statistical Machine Learning, Theoretical Computer Science, Applied Mathematics

    Intermediate · Specialization · 3 - 6 Months

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

  • Understanding and Evaluating AI for Mental Health: Lund University
  • Search Engine Optimization (SEO) with Squarespace: Coursera
  • Strategising: Management for Global Competitive Advantage: Macquarie University
  • Modern Remote Leadership: Madecraft
  • Sensation, Perception, and Consciousness: Pearson
  • Leading Sustainable Community Transformation: University of Colorado Boulder
  • Humanitarian Health: A Public Health Approach in Crises: Johns Hopkins University
  • An Introduction to the U.S. Food System: Perspectives from Public Health: Johns Hopkins University
  • Deep Learning and Modern AI Architectures: Coursera
  • Torts, Crimes, and Intellectual Property: Pearson

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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