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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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    Duke University

    Introduction to Chemistry: Structures and Solutions

    Skills you'll gain: Chemistry, Analytical Chemistry, Physical Science, Systems Of Measurement, Scientific Methods, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    570 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Mastering Code Optimization and Customization with AI

    Skills you'll gain: AI Integrations, Infrastructure as Code (IaC), AI Personalization, Integrated Development Environments, Command-Line Interface, Shell Script, AI Workflows, AWS CloudFormation, Bash (Scripting Language), Prompt Engineering, Generative AI Agents, Terraform, Open Source Technology, AI Security, Computer Programming, Generative AI, Artificial Intelligence, Systems Administration

    Beginner · Course · 1 - 3 Months

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    Birla Institute of Technology & Science, Pilani

    Introduction to Economics

    Skills you'll gain: Financial Systems, Economics, Supply And Demand, Capital Markets, Financial Market, Consumer Behaviour, Market Dynamics, Financial Policy, General Finance, Economic Development, Business Economics, Market Data, Socioeconomics, Labor Law, Fiscal Management, Social Sciences, Market Analysis, Resource Allocation, Public Policies, Decision Making

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Coursera

    SQL at Scale: Querying, Transforming, and Governing

    Skills you'll gain: Security Architecture Review, Root Cause Analysis, Data Quality, Data Management, Azure Synapse Analytics, Data Validation, Data Integrity, Data Pipelines, Performance Tuning, Data Security, SQL, Database Development, System Monitoring, Extract, Transform, Load, Data Maintenance, Time Series Analysis and Forecasting, Data Governance, Query Languages, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Automation

    Advanced · Specialization · 3 - 6 Months

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    Coursera

    Automate, Debug, and Customize SQL Databases

    Skills you'll gain: SQL, Database Development, Databases, Debugging, Maintainability, Procedure Development

    Advanced · Course · 1 - 4 Weeks

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    Minnesota State University, Mankato

    Operating and Growing Your Brand

    Skills you'll gain: Brand Strategy, Brand Marketing, Brand Management, Branding, Brand Awareness, Brand Loyalty, Business Planning, Strategic Marketing, Integrated Marketing Communications, Organizational Strategy, Growth Strategies, Marketing Strategies, Cross-Channel Marketing, Marketing Planning, Communication Planning, Strategic Communication, Marketing, Team Management, Marketing Strategy and Techniques, Strategic Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Develop Generative AI Applications: Get Started

    Skills you'll gain: Prompt Engineering, LangChain, Prompt Patterns, LLM Application, Generative AI, Generative AI Agents, Tool Calling, Large Language Modeling, AI Integrations, Model Evaluation, Flask (Web Framework), Agentic systems, Software Development

    4.6
    Rating, 4.6 out of 5 stars
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    523 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Foundations of Mass Communication & Media

    Skills you'll gain: Media and Communications, Communication Strategies, Strategic Communication, Media Strategy, Electronic Media, Marketing and Public Relations, Communication, Economics, Policy, and Social Studies, Culture, Social Media, Digital Communications

    Mixed · Course · 1 - 4 Weeks

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    Packt

    AI Security Fundamentals – LLM Threats & OWASP 2026

    Skills you'll gain: AI Security, LLM Application, Open Web Application Security Project (OWASP), Application Security, Large Language Modeling, Prompt Engineering, Secure Coding, Security Testing, Personally Identifiable Information, Data Loss Prevention, Security Controls, Information Privacy, Authorization (Computing), Supply Chain Management, Data Modeling, Data Governance

    Intermediate · Course · 1 - 3 Months

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    IBM

    ETL and Data Pipelines with Shell, Airflow and Kafka

    Skills you'll gain: Data Pipelines, Apache Kafka, Apache Airflow, Data Transformation, Extract, Transform, Load, Data Processing, Data Integration, Data Warehousing, Data Cleansing, Data Lakes, Data Mart, Performance Tuning, Shell Script, Bash (Scripting Language), Command-Line Interface

    4.5
    Rating, 4.5 out of 5 stars
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    459 reviews

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    AI 인프라: 스토리지 옵션

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Storage, Data Infrastructure, Data Storage, Data Management, Data Processing, Model Training, Cloud Solutions, Kubernetes, Data Storage Technologies, AI Workflows, Data Preprocessing, Data Pipelines, Data Architecture, Model Deployment, Scalability, File Systems

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    AI Agents 101: Foundations of AI Agents

    Skills you'll gain: Agentic Workflows, Generative AI Agents, Agentic systems, AI Workflows, Responsible AI, Artificial Intelligence, LLM Application, AI Security, Technical Communication, Automation, AI Integrations, Risk Analysis, Feasibility Studies, Business Workflow Analysis, Process Mapping, Business Priorities, Governance, Performance Metric

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Chemistry: Structures and Solutions: Duke University
  • Mastering Code Optimization and Customization with AI: Packt
  • Introduction to Economics: Birla Institute of Technology & Science, Pilani
  • SQL at Scale: Querying, Transforming, and Governing: Coursera
  • Automate, Debug, and Customize SQL Databases: Coursera
  • Operating and Growing Your Brand: Minnesota State University, Mankato
  • Develop Generative AI Applications: Get Started: IBM
  • Foundations of Mass Communication & Media: EDUCBA
  • AI Security Fundamentals – LLM Threats & OWASP 2026: Packt
  • ETL and Data Pipelines with Shell, Airflow and Kafka: 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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