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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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    Saïd Business School, University of Oxford

    AI and Content Recommendation

    Skills you'll gain: AI Personalization, Generative Engine Optimization (GEO), Machine Learning Methods, Media Strategy, Responsible AI, Machine Learning Algorithms, Machine Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, AI Enablement, Content Performance Analysis, Algorithms, Driving engagement, Generative AI, Marketing, Marketing Communications, Data Storytelling, Target Audience, Strategic Thinking

    Intermediate · Course · 1 - 3 Months

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    IBM

    Vector Database Projects: AI Recommendation Systems

    Skills you'll gain: Vector Databases, Hugging Face, AI Personalization, Artificial Intelligence, Embeddings, Natural Language Processing, Feature Engineering, MongoDB

    4.2
    Rating, 4.2 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado System

    AI for Healthcare Systems

    Skills you'll gain: Responsible AI, Agentic systems, Machine Learning Algorithms, Model Training, Agentic Workflows, Decision Intelligence, Data Governance, AI Enablement, Health Systems, Health Informatics, Artificial Intelligence, Analytics, Digital Transformation, Healthcare Industry Knowledge, Human Factors (Security), Generative AI Agents, Health Technology, Health Information Management, Information Technology, Information Systems

    4.5
    Rating, 4.5 out of 5 stars
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    33 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Unify Modalities: Cross-Modal Retrieval

    Skills you'll gain: Embeddings, Applied Machine Learning, Vector Databases, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Build AI Apps with No-Code Tools

    Skills you'll gain: Dashboard Creation, Data Ethics, Predictive Modeling, No-Code Development, Model Deployment, Data Visualization, Data Presentation, Responsible AI, Data-Driven Decision-Making, Interactive Data Visualization, Advanced Analytics, Product Improvement, Business Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Data Cleansing, Data Preprocessing, Business Metrics, Predictive Analytics, Data Architecture

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    Coursera

    Collaborate with Mentions

    Skills you'll gain: Cross-Functional Collaboration, IT Management, Information Technology, Collaborative Software, Accountability, Communication, Coordinating, Virtual Teams, User Feedback, Shared Media, Editing, Stakeholder Engagement, Digital Communications, Peer Review, Business Strategies, Content Strategy, Business Acumen

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Irvine

    Introduction to the Internet of Things and Embedded Systems

    Skills you'll gain: Embedded Systems, Internet Of Things, Embedded Software, Network Protocols, Hardware Architecture, TCP/IP, Computer Hardware, OSI Models, Wireless Networks, System Design and Implementation, Network Architecture

    4.7
    Rating, 4.7 out of 5 stars
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    13K reviews

    Mixed · Course · 1 - 4 Weeks

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    University of Minnesota

    Information​ ​Systems

    Skills you'll gain: Enterprise Resource Planning, Business Systems Analysis, Systems Analysis, Requirements Analysis, Cybersecurity, Business Requirements, Business Analysis, Business Systems, Cyber Attacks, Business Analysis Tools, Cloud Computing, Cyber Security Strategy, Cloud Services, IT Management, Change Management, Business Software, Technology Strategies, Information Technology, Project Management, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    2.2K reviews

    Beginner · Specialization · 3 - 6 Months

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    Edureka

    Building and Optimizing Decision Systems

    Skills you'll gain: Decision Intelligence, Responsible AI, Decision Support Systems, Strategic Decision-Making, Operational Efficiency, Predictive Modeling, Process Optimization, Predictive Analytics, Data-Driven Decision-Making, Data Pipelines, Business Intelligence, Data Ethics, Scenario Testing, Forecasting, Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization, Scikit Learn (Machine Learning Library), Python Programming, Regression Testing

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Project on Recommendation Engine - Book Recommender

    Skills you'll gain: Data Preprocessing, Data Processing, AI Personalization, Data Transformation, Feature Engineering, Text Mining, Unstructured Data, Data Integration, Python Programming, Systems Design, Metadata Management, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    AI Enhancement with Knowledge Graphs - Mastering RAG Systems

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, LLM Application, Embeddings, AI Integrations, Large Language Modeling, Data Integration, Graph Theory, Query Languages, Interactive Data Visualization, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    Clemson University

    Database Management Systems

    Skills you'll gain: Database Management, Database Design, Database Management Systems, MySQL, Database Theory, Relational Databases, Data Modeling, Database Architecture and Administration, SQL, NoSQL, File Systems, Enterprise Modeling, Diagram Design, Dependency Analysis

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    83 reviews

    Intermediate · Course · 1 - 3 Months

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

  • AI and Content Recommendation: Saïd Business School, University of Oxford
  • Vector Database Projects: AI Recommendation Systems: IBM
  • AI for Healthcare Systems: University of Colorado System
  • Unify Modalities: Cross-Modal Retrieval: Coursera
  • Build AI Apps with No-Code Tools: LearnQuest
  • Collaborate with Mentions: Coursera
  • Introduction to the Internet of Things and Embedded Systems: University of California, Irvine
  • Information​ ​Systems: University of Minnesota
  • Building and Optimizing Decision Systems: Edureka
  • Project on Recommendation Engine - Book Recommender: EDUCBA

Skills you can learn in Probability And Statistics

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Regression Analysis (10)
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Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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