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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
    Free
    C

    Coursera

    Getting Started with Facebook Pixel

    Skills you'll gain: Meta Ads Manager, Facebook, Target Audience, Social Media Marketing, Social Media Campaigns, Personalized Campaigns, Online Advertising, Digital Marketing Tools, Digital Marketing Campaigns, Web Analytics, Systems Integration

    4.1
    Rating, 4.1 out of 5 stars
    ·
    24 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Red Hat Certified Engineer (RHCE) EX294

    Skills you'll gain: Ansible, Red Hat Enterprise Linux, Package and Software Management, User Accounts, IT Automation, Software Installation, OS Process Management, User Provisioning, Devops Tools, Linux Administration, File Systems, Linux Commands, Network Administration, Data Storage, Automation, Network Performance Management, YAML, Infrastructure as Code (IaC), Scripting, System Configuration

    Intermediate · Specialization · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Generative AI Leader

    Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI Agents, Google Gemini, Gemini, Retrieval-Augmented Generation, Generative AI, Google Cloud Platform, AI Enablement, Customer experience improvement, Data Ethics, Generative Model Architectures, Google Workspace, Agentic Workflows, AI Orchestration, AI Product Strategy, Agentic systems, Artificial Intelligence, Cloud Computing, Collaboration

    Beginner · Specialization · 3 - 6 Months

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

    Pragmatic AI Labs

    Mastering GitHub

    Skills you'll gain: GitHub Copilot, Model Context Protocol, GitHub, Responsible AI, Git (Version Control System), Model Evaluation, AI Integrations, Object-Relational Mapping, Package and Software Management, Restful API, Open Source Technology, CI/CD, AI Security, Security Controls, Generative AI, Agentic Workflows, Security Strategy, Enterprise Architecture, Automation Engineering, Machine Learning

    3.5
    Rating, 3.5 out of 5 stars
    ·
    6 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    The Bash Shell and Basic Scripting in Linux

    Skills you'll gain: Bash (Scripting Language), Systems Administration, Shell Script, Linux Commands, Linux Administration, Unix Shell, Linux, Unix, Scripting, Scripting Languages, IT Automation, File I/O

    4.2
    Rating, 4.2 out of 5 stars
    ·
    33 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    I

    IBM

    Architecting Applications for IBM Z and Cloud

    Skills you'll gain: Containerization, Restful API, Event-Driven Programming, DevOps, Data Integration, z/OS, Solution Architecture, Cloud Applications, Enterprise Architecture, IBM Cloud, Cloud-Based Integration, Application Lifecycle Management, Cloud-Native Computing, Application Design, Systems Integration, Hybrid Cloud Computing, Software Architecture, Application Programming Interface (API), Mainframe Computing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Getting There and Going Beyond

    Skills you'll gain: Systems Engineering, Engineering Design Process, Systems Integration, Human Factors, System Testing, Robotics, Thermal Management, Electric Power Systems, Environmental Monitoring

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of California, Davis

    Telehealth Best Practices and Uses

    Skills you'll gain: Telehealth, Health Technology, Continuous Quality Improvement (CQI), Health Equity, Health Care Procedure and Regulation, Health Systems, Health Disparities, Health Care, Regulatory Compliance, Health Care Administration, Healthcare Project Management, Clinical Practices, Health Policy, Technical Support, Patient Communication, Patient-centered Care

    4.6
    Rating, 4.6 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Starting & Managing a Sustainable Hotel or Tourism Business

    Skills you'll gain: Sustainable Business, Hotel Operations, Hospitality, Hospitality Management, Sustainable Development, Sustainable Systems, Hospitality and Food Services, Hotel And Restaurant Management, Business Planning, Corporate Sustainability, Hotels and Accommodations, Sustainability Standards, Waste Minimization, Environmental Social And Corporate Governance (ESG), Environmental Issue, Community Development, Market Opportunities, Environmental Resource Management, Market Analysis, Strategic Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Glasgow

    Computational Thinking with JavaScript

    Skills you'll gain: Software Development Life Cycle, Program Development, Plot (Graphics), Data Presentation, Event-Driven Programming, Web Design and Development, Web Development Tools, Data Literacy, Animation and Game Design, Software Development, Hypertext Markup Language (HTML), Applied Machine Learning, Javascript, Interactive Design, Visualization (Computer Graphics), Graphics Software, Software Design, Application Design, Computer Graphics, Code Reusability

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    CNNs with TensorFlow: Basics of Machine Learning

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Keras (Neural Network Library), Matplotlib, Plot (Graphics), Artificial Neural Networks, Image Analysis, Deep Learning, Computer Vision, Applied Machine Learning, Python Programming, Model Training, Model Evaluation, Model Optimization, Adaptability, Problem Solving

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    H

    H2O.ai

    Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Model Evaluation, Fine-tuning, Collaborative Software, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Generative AI, Data Management, Model Training, Data Preprocessing, Generative Model Architectures, Natural Language Processing, Data Validation, Data Cleansing, Applied Machine Learning, Transfer Learning, Verification And Validation

    3.7
    Rating, 3.7 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Getting Started with Facebook Pixel: Coursera
  • Red Hat Certified Engineer (RHCE) EX294: Pearson
  • Generative AI Leader: Google Cloud
  • Mastering GitHub: Pragmatic AI Labs
  • The Bash Shell and Basic Scripting in Linux: Coursera
  • Architecting Applications for IBM Z and Cloud: IBM
  • Getting There and Going Beyond: University of Colorado Boulder
  • Telehealth Best Practices and Uses: University of California, Davis
  • Starting & Managing a Sustainable Hotel or Tourism Business: Coursera
  • Computational Thinking with JavaScript: University of Glasgow

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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