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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


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    U

    University of Maryland, College Park

    Marketing in the Age of AI

    Skills you'll gain: Marketing, Marketing Strategies, Strategic Marketing, Marketing Operations, Marketing Effectiveness, MarTech, AI Personalization, Large Language Modeling, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Digital Advertising, Text Mining, Data Ethics, Brand Management, Responsible AI, Customer experience improvement, Customer Analysis, Information Privacy

    Intermediate · Course · 1 - 3 Months

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    AI CERTs

    Bitcoin for Everyone

    Skills you'll gain: Blockchain, Payment Systems, Application Security, FinTech, Digital Assets, Cryptography, Financial Systems, Transaction Processing, Financial Regulation, Market Trend, Regulatory Compliance

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of California, Irvine

    Programming with Google Go

    Skills you'll gain: Go (Programming Language), Back-End Web Development, Object Oriented Programming (OOP), System Programming, Debugging, Algorithms, Functional Design, Computer Programming Tools, Data Access, Data Structures, Software Design, Operating Systems, Computer Architecture

    4.6
    Rating, 4.6 out of 5 stars
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    3K reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Master of Science in Electrical and Computer Engineering

    Skills you'll gain: Object Oriented Design, User Story, Real-Time Operating Systems, Systems Engineering, Unsupervised Learning, New Product Development, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Delegation Skills, Sampling (Statistics), Supplier Management, Computer Vision, Accountability, Data Ethics, Data Mining, Sustainability Reporting, Database Design, Generative AI, Sustainable Design

    Earn a degree

    Degree · 1 - 4 Years

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    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course)

    Skills you'll gain: Computer Science, Computer Engineering, Computer Architecture, Computer Programming, System Programming, Virtual Machines, Operating Systems, Software Architecture, Algorithms, Software Design, Program Development, Object Oriented Programming (OOP), Data Structures, Computer Graphics

    4.9
    Rating, 4.9 out of 5 stars
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    531 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Digital and Marketing Asset Management Essentials

    Skills you'll gain: Digital Assets, Asset Management, Metadata Management, Content Management, Workflow Management, Data Management, Information Management, Digital Content, Data Architecture, Information Architecture, Solution Delivery, Brand Management, Enterprise Architecture, Business Systems Analysis, Cloud Computing, Benchmarking, Vendor Management, Scalability, Hybrid Cloud Computing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Meta

    Introduction to Databases

    Skills you'll gain: Database Design, Database Management Systems, SQL, Relational Databases, Databases, MySQL, Database Administration, Data Integrity, NoSQL, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    Build AI Agents with Practical App Design

    Skills you'll gain: Technical Communication, Generative AI Agents, Data Integration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Business Transformation, Responsible AI, System Design and Implementation, Application Deployment, Artificial Intelligence, Solution Design, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    AI Deep Learning Projects with TensorFlow

    Skills you'll gain: Tensorflow, Computer Vision, Deep Learning, Amazon Elastic Compute Cloud, Image Analysis, Artificial Neural Networks, Keras (Neural Network Library), Application Deployment, Applied Machine Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Software Installation, Feature Engineering, Application Development, Data Processing, System Requirements

    Beginner · Specialization · 1 - 3 Months

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    IBM

    Building AI Agents and Agentic Workflows

    Skills you'll gain: LangChain, Tool Calling, LangGraph, LLM Application, Agentic systems, Generative AI Agents, Prompt Patterns, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Application Design, Prompt Engineering, Large Language Modeling, Software Design Patterns, Software Development, Python Programming, Application Development, Data Science, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
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    142 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Linux System Programming and Introduction to Buildroot

    Skills you'll gain: System Programming, Embedded Systems, Linux, Linux Commands, Operating Systems, Shell Script, File Systems, OS Process Management, Build Tools, C and C++, Cross Platform Development, Debugging, Electrical Engineering

    4.3
    Rating, 4.3 out of 5 stars
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    137 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Alberta

    Software Design and Architecture

    Skills you'll gain: Software Architecture, Model View Controller, Unified Modeling Language, Object Oriented Design, Service Oriented Architecture, API Design, Systems Architecture, Web Services, Software Design Patterns, Software Design, Simple Object Access Protocol (SOAP), Microservices, Restful API, Software Design Documents, Software Visualization, Code Review, Solution Architecture, Object Oriented Programming (OOP), Java, Software Development

    4.6
    Rating, 4.6 out of 5 stars
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    4K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Marketing in the Age of AI: University of Maryland, College Park
  • Bitcoin for Everyone: AI CERTs
  • Programming with Google Go: University of California, Irvine
  • Master of Science in Electrical and Computer Engineering: University of Colorado Boulder
  • Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course): Hebrew University of Jerusalem
  • Digital and Marketing Asset Management Essentials: Packt
  • Introduction to Databases: Meta
  • Build AI Agents with Practical App Design: LearnQuest
  • AI Deep Learning Projects with TensorFlow: EDUCBA
  • Building AI Agents and Agentic Workflows: IBM

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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