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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


  • U

    University of Minnesota

    Nearest Neighbor Collaborative Filtering

    Skills you'll gain: AI Personalization, Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Unsupervised Learning, Data Mining, Algorithms, Correlation Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    308 reviews

    Mixed · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Getting Started with Amazon Personalize

    Skills you'll gain: AI Personalization, Amazon Web Services, Personalized Campaigns, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • S

    Scrimba

    Build a Movie Recommendation App with OpenAI

    Skills you'll gain: User Interface (UI), Vector Databases, User Interface (UI) Design, OpenAI API, UI Components, Figma (Design Software), AI Personalization, LLM Application, OpenAI, Embeddings, Application Development, Data Store, Frontend Integration, Artificial Intelligence, Data Processing, Database Management, Restful API, Web Development

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Optimize Your Wellness with AI Features

    Skills you'll gain: Prompt Engineering, AI Personalization, Supervised Learning, AI literacy, Health And Wellness Coaching, Predictive Analytics, Machine Learning, Responsible AI, Model Evaluation, Predictive Modeling, Data Ethics, Data Quality, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Washington

    Machine Learning: Clustering & Retrieval

    Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Statistical Inference, Text Mining, Machine Learning Methods, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Distributed Computing, Probability Distribution, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.4K reviews

    Mixed · Course · 1 - 3 Months

  • S

    Scrimba

    Build an AI Personal Assistant with a Vector Database

    Skills you'll gain: Vector Databases, Web Design and Development, AI Personalization, Web Development, Web Applications, HTML and CSS, Natural Language Processing, Data Store, Embeddings, Javascript, Database Management, LLM Application, Persona (User Experience), Real Time Data, Generative AI Agents

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    GenAI for Personalized Marketing at Scale

    Skills you'll gain: Customer Analysis, Personalized Campaigns, AI Personalization, Customer Insights, Data-Driven Marketing, Marketing Analytics, Generative AI, Target Audience, Customer Data Management, Marketing Automation, Marketing, Campaign Management, Marketing Effectiveness, Content Creation, Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Build Trustworthy AI: Measure Human Connection

    Skills you'll gain: UI/UX Research, User Research, Responsible AI, User Experience, Persona (User Experience), AI literacy, Human Computer Interaction, Data Ethics, Surveys, Artificial Intelligence, Trustworthiness, Decision Intelligence, Psychosocial Assessments, Generative AI, Psychological Evaluations, Data Collection, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    AI Wellness Tools, Behavior Tracking & Personal Goals

    Skills you'll gain: Prompt Engineering, Mindfulness, AI literacy, AI Personalization, Smart Goals, Positivity, Self-Awareness, Meditation & Breathwork, Anthropic Claude, Emotional Intelligence, Decision Making, Consumer Behaviour, Stress Management, Personal Development, Decisiveness, Empathy, Goal Setting, Health And Wellness Coaching, Data Ethics, Behavioral Management

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Interpretable machine learning applications: Part 3

    Skills you'll gain: Artificial Neural Networks, Tensorflow, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Machine Learning Software, Deep Learning, Machine Learning, Feature Engineering, Risking, Model Evaluation, Mortgage Loans, Consumer Lending

    4.6
    Rating, 4.6 out of 5 stars
    ·
    29 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Uncover AI's Impact on Consumer Psychology

    Skills you'll gain: Consumer Behaviour, AI literacy, Marketing Psychology, User Research, AI Product Strategy, Usability Testing, Customer Insights, Usability, Human Factors, User Experience, Discussion Facilitation, Journey Mapping, Conversion Funnel Analysis, Product Improvement, Empathy, Data Capture, Record Keeping, Trustworthiness

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Predicción de Ventas Pronosticando Tendencias

    Skills you'll gain: Model Evaluation, Forecasting, Trend Analysis, Statistical Visualization, Spreadsheet Software, Regression Analysis, Time Series Analysis and Forecasting, Statistical Methods, Statistical Analysis, Plot (Graphics), Predictive Modeling, Data-Driven Decision-Making, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    114 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Nearest Neighbor Collaborative Filtering: University of Minnesota
  • Getting Started with Amazon Personalize: Amazon Web Services
  • Build a Movie Recommendation App with OpenAI: Scrimba
  • Optimize Your Wellness with AI Features: Coursera
  • Machine Learning: Clustering & Retrieval: University of Washington
  • Build an AI Personal Assistant with a Vector Database: Scrimba
  • GenAI for Personalized Marketing at Scale: Coursera
  • Build Trustworthy AI: Measure Human Connection: Coursera
  • AI Wellness Tools, Behavior Tracking & Personal Goals: Coursera
  • Interpretable machine learning applications: Part 3: Coursera

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R Programming (19)
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Regression Analysis (10)
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Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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