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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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    Edureka

    Generative AI for Customer Experience Optimization

    Skills you'll gain: Customer experience improvement, Workflow Management, Process Design, Customer Service, Customer Support, Customer Engagement, Generative AI, Customer Communications Management, Emotional Intelligence, Customer Success Management, OpenAI, Salesforce, Customer Data Management, Customer Relationship Management, Artificial Intelligence, Customer Analysis, No-Code Development, De-escalation Techniques, Surveys, Communication

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Building and Optimizing Decision Systems

    Skills you'll gain: Responsible AI, Decision Support Systems, Strategic Decision-Making, Operational Efficiency, Predictive Modeling, Process Optimization, Predictive Analytics, Data-Driven Decision-Making, Data Pipelines, Business Intelligence, Performance Analysis, 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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    IBM

    Vector Database Projects: AI Recommendation Systems

    Skills you'll gain: Databases, MongoDB, Artificial Intelligence, LLM Application, Natural Language Processing, Data Processing, Open Source Technology

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Minnesota

    Recommender Systems Capstone

    Skills you'll gain: Spreadsheet Software, Applied Machine Learning, Exploratory Data Analysis, Analysis, System Design and Implementation, Solution Design, Machine Learning Algorithms, Algorithms

    4.1
    Rating, 4.1 out of 5 stars
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    29 reviews

    Mixed · Course · 1 - 4 Weeks

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    University of Alberta

    Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Machine Learning, Sampling (Statistics), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Algorithms, Deep Learning, Simulations, Feature Engineering, Markov Model, Supervised Learning, Algorithms, Artificial Neural Networks, Performance Testing, Linear Algebra, Performance Tuning, Predictive Modeling, Pseudocode, Probability Distribution

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Edureka

    Optimizing and Deploying LLM Systems

    Skills you'll gain: LangChain, LLM Application, Prompt Engineering, Large Language Modeling, Application Programming Interface (API), Application Deployment, LangGraph, Cloud-Based Integration, OpenAI, Containerization, CI/CD, Cloud API, Data Integration, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis

    Advanced · Course · 1 - 4 Weeks

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    Edureka

    Building Multi-Agent Systems using LangGraph and Autogen

    Skills you'll gain: Application Programming Interface (API), Analysis, Decision Making

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    FPGA Design for Embedded Systems

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Electronic Systems, Embedded Systems, Electronics Engineering, Eclipse (Software), Application Specific Integrated Circuits, Electronic Hardware, Technical Design, Electronics, Electrical and Computer Engineering, Test Case, Program Development, Integrated Development Environments, System Design and Implementation, Computer Architecture, Hardware Architecture, Software Development, Verification And Validation, Embedded Software

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    1.7K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Design That Scales: Sustainable Design Systems

    Skills you'll gain: UI Components, Systems Design, Software Design, User Interface and User Experience (UI/UX) Design, Design, Design Software, Scalability, Design and Product, Agile Methodology, Usability, Usability Testing, Prototyping, Design Research, Style Guides, Information Architecture, Key Performance Indicators (KPIs), UI/UX Research, Product Testing, System Programming, Prompt Patterns

    Intermediate · Course · 1 - 3 Months

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    Packt

    Orchestrating Experiences: Designing Consistent UX Journeys

    Skills you'll gain: 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, Design Research, Customer Insights, Business Analysis, Process Mapping, Cross-Functional Collaboration, Business Strategy, Stakeholder Engagement, Product Strategy, Prioritization, Ideation

    Beginner · Course · 1 - 3 Months

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    Packt

    Designing Agentive Technology: AI for Human Support

    Skills you'll gain: Agentic systems, Human Computer Interaction, UI/UX Strategy, Interaction Design, Persona (User Experience), User Experience Design, Responsible AI, AI Product Strategy, Artificial Intelligence, Automation, Trustworthiness, Machine Learning, Technology Strategies

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Develop a Movie Recommendation Engine

    Skills you'll gain: Feature Engineering, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Python Programming, Predictive Modeling, Data Processing, Data Science, Data Manipulation, Exploratory Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI for Customer Experience Optimization: Edureka
  • Building and Optimizing Decision Systems: Edureka
  • Vector Database Projects: AI Recommendation Systems: IBM
  • Recommender Systems Capstone: University of Minnesota
  • Reinforcement Learning: University of Alberta
  • Optimizing and Deploying LLM Systems: Edureka
  • Building Multi-Agent Systems using LangGraph and Autogen: Edureka
  • FPGA Design for Embedded Systems: University of Colorado Boulder
  • Design That Scales: Sustainable Design Systems: Packt
  • Orchestrating Experiences: Designing Consistent UX Journeys: Packt

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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