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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


  • Status: Free Trial
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    Emory University

    AI's Existing Impact

    Skills you'll gain: AI Personalization, Personalized Service, Personalized Campaigns, Customer experience improvement, Self Service Technologies, Marketing Psychology, AI Enablement, Business-To-Consumer, Customer experience strategy (CX), Consumer Behaviour, Marketing Automation, MarTech, Artificial Intelligence, Data-Driven Marketing, Marketing, Decision Support Systems, Responsible AI, Data Ethics

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Machine Learning for Marketers

    Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Data-Driven Marketing, Applied Machine Learning, Advanced Analytics, Supervised Learning, Dimensionality Reduction, Predictive Modeling, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Customer experience improvement, Personalized Service, Customer Insights, Model Evaluation, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Washington

    Machine Learning Foundations: A Case Study Approach

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Machine Learning Methods, Feature Engineering, Regression Analysis, Machine Learning, Image Analysis, Machine Learning Algorithms, AI Personalization, Model Training, Deep Learning, Transfer Learning, Application Development, Predictive Modeling, Model Deployment, Text Mining, Python Programming, Classification Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    14K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    P

    Packt

    Advanced PyTorch Techniques and Applications

    Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Generative Adversarial Networks (GANs), Vision Transformer (ViT), Deep Learning, Generative Model Architectures, Graph Theory, Dimensionality Reduction, Network Model, Unsupervised Learning, Model Optimization, Embeddings, Artificial Neural Networks, Machine Learning Methods, Supervised Learning, Model Evaluation, Model Training, Model Deployment, Flask (Web Framework)

    4.5
    Rating, 4.5 out of 5 stars
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    32 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Coursera

    Responsible AI, Explainability & Deployment

    Skills you'll gain: Decision Intelligence, Responsible AI, Apache Kafka, Data Ethics, Operations Research, Data Pipelines, Model Deployment, Apache Spark, Real Time Data, Revenue Management, Market Dynamics, Supply Chain Planning, Supply Chain, Logistics, Compliance Management, Information Privacy, People Analytics, Regulatory Compliance, General Data Protection Regulation (GDPR), Python Programming

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
    Preview
    U

    UNSW Sydney (The University of New South Wales)

    Introduction to Systems Engineering

    Skills you'll gain: Systems Engineering, Systems Development, Systems Architecture, Systems Development Life Cycle, Software Development Life Cycle, Functional Requirement, Product Lifecycle Management, Design Strategies, System Design and Implementation, Software Development Methodologies

    4.7
    Rating, 4.7 out of 5 stars
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    837 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    E

    EDUCBA

    Project on Recommendation Engine - Advanced Book Recommender

    Skills you'll gain: Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Packt

    Intelligent Retrieval and Agent Architectures with LangChain

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LangGraph, AI Orchestration, LLM Application, Agentic Workflows, Generative AI Agents, OpenAI, Tool Calling, Agentic systems, Large Language Modeling, Model Context Protocol, Embeddings, Vector Databases, Python Programming, Document Management

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    STARWEAVER

    GenAI Data Engineering and RAG Systems

    Skills you'll gain: AI Personalization, System Monitoring, Generative AI, Data Processing, Extract, Transform, Load, Scalability, Large Language Modeling, Data Architecture, Data Pipelines, Context Management, Performance Tuning, Continuous Monitoring, Database Systems, Data Quality, Talent Pipelining, Process Optimization, Engineering

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Collaborate with Mentions

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

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Designing Navigation and Search for Digital Experiences

    Skills you'll gain: Information Architecture, User Experience, Experience Design, User Experience Design, User Interface and User Experience (UI/UX) Design, UI/UX Strategy, Usability, Interaction Design, User Flows, User Interface (UI) Design, Web Design, UI/UX Research, AI Enablement, Web Development, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Orchestrating Experiences: Designing Consistent UX Journeys

    Skills you'll gain: Journey Mapping, User Experience, Experience Design, Design Strategies, Service Design, Customer experience improvement, User Experience Design, Customer Engagement, UI/UX Strategy, User Interface and User Experience (UI/UX) Design, Strategic Planning, Design Research, Customer Insights, Stakeholder Analysis, Business Systems Analysis, Dependency Analysis, Business Strategies, Cross-Functional Collaboration, Business Strategy, Product Strategy

    Beginner · Course · 1 - 3 Months

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

  • AI's Existing Impact: Emory University
  • Machine Learning for Marketers: University of Colorado System
  • Machine Learning Foundations: A Case Study Approach: University of Washington
  • Advanced PyTorch Techniques and Applications: Packt
  • Responsible AI, Explainability & Deployment: Coursera
  • Introduction to Systems Engineering: UNSW Sydney (The University of New South Wales)
  • Project on Recommendation Engine - Advanced Book Recommender: EDUCBA
  • Intelligent Retrieval and Agent Architectures with LangChain: Packt
  • GenAI Data Engineering and RAG Systems: STARWEAVER
  • Collaborate with Mentions: Coursera

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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