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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
    Free Trial
    D

    Duke University

    MLOps | Machine Learning Operations

    Skills you'll gain: Fine-tuning, MLOps (Machine Learning Operations), Model Deployment, Cloud Deployment, Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Hugging Face, GitHub Copilot, Unit Testing, Data Engineering, DevOps, Cloud Computing, Python Programming, Machine Learning, GitHub, Big Data, Data Management, Data Analysis

    4.1
    Rating, 4.1 out of 5 stars
    ·
    639 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    SQL Foundations

    Skills you'll gain: SQL, Microsoft SQL Servers, Relational Databases, Transact-SQL, Data Transformation, Data Manipulation, Databases, Query Languages, Database Management Systems, Database Management, Data Access, Database Design, GitHub Copilot, Generative AI Agents, Data Presentation, Maintainability

    4.6
    Rating, 4.6 out of 5 stars
    ·
    264 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Machine Learning Capstone

    Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Applied Machine Learning, Predictive Modeling, Data Presentation, Machine Learning, Collaborative Software, Data Analysis, Predictive Analytics, Technical Communication, Machine Learning Algorithms, Statistical Analysis, Scikit Learn (Machine Learning Library), Keras (Neural Network Library), Descriptive Statistics, Regression Analysis, Python Programming, Text Mining, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
    ·
    217 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Deploying Fine-Tuned AI Models

    Skills you'll gain: Model Deployment, Responsible AI, MLOps (Machine Learning Operations), Fine-tuning, PyTorch (Machine Learning Library), AI Security, Application Deployment, Model Training, AI Workflows, Model Evaluation, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Generative AI, Scalability, Large Language Modeling, Machine Learning, LLM Application, Application Programming Interface (API), Data Governance

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    The Hong Kong University of Science and Technology

    Vector Calculus for Engineers

    Skills you'll gain: Integral Calculus, Calculus, Engineering Analysis, electromagnetics, Engineering, Geometry, Advanced Mathematics, Applied Mathematics, Mechanics, Physics, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    The AI-Native Leadership Transition

    Skills you'll gain: AI Enablement, Governance, Business Transformation, AI Orchestration, Workflow Management, Overcoming Objections, Business Leadership, Leadership, Storytelling, Executive Presence, Organizational Leadership, Strategic Leadership, Organizational Change, Strategic Communication, Gap Analysis, Analysis

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Madecraft

    15 Tips for Landing a Data Science Job

    Skills you'll gain: Professional Networking, Web Presence, Interviewing Skills, Strategic Sourcing, Data Science, Recruitment, Blogs, Relationship Building, Professional Development, Job Analysis, Gap Analysis, Rapport Building, Professionalism, Communication Strategies, Follow Through, Applicant Tracking Systems, Business Correspondence, Keyword Research, GitHub, Project Portfolio Management

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    DeepSeek AI for Business Strategy and Decision-Making

    Skills you'll gain: Prompt Engineering, Responsible AI, AI Enablement, Strategic Thinking, Prompt Patterns, Deepseek, Prompt Engineering Tools, Business Transformation, Digital Transformation, Business Strategy, Decision Intelligence, Strategic Marketing, Performance Measurement, Strategic Planning, Risking, Artificial Intelligence, Marketing, Web Analytics and SEO, Market Trend, Financial Modeling

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    AI Automation and Agentic AI with n8n + ChatGPT + Gen AI

    Skills you'll gain: Email Automation, Agentic Workflows, Generative AI Agents, Retrieval-Augmented Generation, AI Workflows, Business Process Automation, ChatGPT, Product Automation, Model Context Protocol, Automation, Vector Databases, Agentic systems, Prompt Engineering, Workflow Management, Jira (Software), Social Media Campaigns, Agile Methodology, Context Management, Waterfall Methodology

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Launching Your QA Career

    Skills you'll gain: Test Automation, Interviewing Skills, Test Tools, Software Testing, Automation, Technical Communication, Product Testing, Technical Writing, Quality Assurance, AI Integrations, Software Documentation, Quality Assessment, GitHub, Verbal Communication Skills, Interpersonal Communications, Communication Strategies, Issue Tracking

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Clinical Trials Operations

    Skills you'll gain: Clinical Data Management, Clinical Trials, Clinical Monitoring, Sample Size Determination, Clinical Research Ethics, Clinical Research, Data Quality, Healthcare Ethics, Quality Assurance, Clinical Trial Management Systems, Good Clinical Practices (GCP), Case Report Forms, Institutional Review Board (IRB), Data Maintenance, Data Cleansing, Data Management, Regulatory Compliance, Data Integrity, Informed Consent, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
    ·
    626 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Cloud Native & IaC Management

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud-Native Computing, DevSecOps, Kubernetes, Hardening, Cloud Infrastructure, Cloud Management, Cloud Platforms, Cloud Engineering, Infrastructure Architecture, Enterprise Architecture, Generative AI, Microsoft Azure, Containerization, Code Reusability, Secure Coding, Security Controls, Configuration Management, Cryptographic Protocols

    Advanced · Course · 1 - 3 Months

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

  • MLOps | Machine Learning Operations: Duke University
  • SQL Foundations: Microsoft
  • Machine Learning Capstone: IBM
  • Deploying Fine-Tuned AI Models: Edureka
  • Vector Calculus for Engineers: The Hong Kong University of Science and Technology
  • The AI-Native Leadership Transition: Microsoft
  • 15 Tips for Landing a Data Science Job: Madecraft
  • DeepSeek AI for Business Strategy and Decision-Making: Packt
  • AI Automation and Agentic AI with n8n + ChatGPT + Gen AI: Packt
  • Launching Your QA Career: Microsoft

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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