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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
    P

    Princeton University

    Computer Science: Algorithms, Theory, and Machines

    Skills you'll gain: Theoretical Computer Science, Data Structures, Computer Science, Computer Architecture, Algorithms, Programming Principles, Computational Logic, Computational Thinking, Java Programming, Computer Hardware

    4.7
    Rating, 4.7 out of 5 stars
    ·
    739 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Become a Sustainable Business Change Agent

    Skills you'll gain: Sustainability Reporting, Sustainable Business, Corporate Sustainability, Organizational Change, Sustainable Development, Sustainable Design, Proposal Development, Stakeholder Analysis, Environmental Social And Corporate Governance (ESG), Supply Chain Management, Sustainability Standards, Leadership and Management, Performance Improvement, Change Management, Stakeholder Engagement, Key Performance Indicators (KPIs), Financial Analysis, Energy and Utilities, Systems Thinking, Proposal Writing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    366 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Utilize LinkedIn for Career Search

    Skills you'll gain: LinkedIn, Professional Networking, Applicant Tracking Systems, Social Media, Editing, Job Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    268 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Packt

    Cisco CCNA 200-301: The Complete Guide to Getting Certified

    Skills you'll gain: Open Shortest Path First (OSPF), Virtual Local Area Network (VLAN), OSI Models, Wide Area Networks, Network Troubleshooting, TCP/IP, Wireless Networks, Cloud Computing, Network Routing, Routing Protocols, Network Security, Network Monitoring, Event Monitoring, Threat Detection, Threat Management, Network Performance Management, Network Switches, Network Planning And Design, Network Administration, Network Protocols

    4.8
    Rating, 4.8 out of 5 stars
    ·
    121 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Evaluating Large-Scale Health Programs

    Skills you'll gain: Surveys, Program Evaluation, Survey Creation, Health Policy, Sampling (Statistics), Health Systems, Health Assessment, Health Equity, Data Collection, Quantitative Research, Maternal Health, Data Management, Statistical Analysis, Analysis, Nutrition and Diet, Public Health, Research Design, Nutritional Assessment, Data Cleansing, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    68 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Clinical Trials Management and Advanced Operations

    Skills you'll gain: Clinical Research Ethics, Clinical Trial Management Systems, Clinical Trials, Clinical Research, Good Clinical Practices (GCP), Institutional Review Board (IRB), Regulatory Compliance, Clinical Documentation, Scientific Methods, Record Keeping

    4.7
    Rating, 4.7 out of 5 stars
    ·
    100 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Parsons School of Design, The New School

    Healthier Materials and Sustainable Building

    Skills you'll gain: Sustainable Architecture, Sustainable Design, Chemistry, Construction, Building Design, Materials Management, Procurement, Environment Health And Safety, Sustainable Development, Health Disparities, Public Health, Sustainability Standards, Environmental Engineering, Architectural Design, Systems Thinking, Chemical Engineering, Waste Minimization, Health Assessment, Hazard Analysis, Architectural Engineering

    4.8
    Rating, 4.8 out of 5 stars
    ·
    81 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Introduction to Google Docs

    Skills you'll gain: Google Docs, Collaborative Software, Document Management, Google Workspace, Data Sharing, Data Integration

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.6K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Life Cycle Assessment

    Skills you'll gain: Sustainable Design, Product Lifecycle Management, Product Development, Sustainable Development, Product Improvement, Environmental Science, Environment, Simulation and Simulation Software, Case Studies, Analysis, Project Scoping, Goal Setting, Inventory Accounting, Energy and Utilities

    4.3
    Rating, 4.3 out of 5 stars
    ·
    70 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Cyber Incident Response

    Skills you'll gain: Incident Response, Computer Security Incident Management, Endpoint Detection and Response, Threat Management, Cyber Operations, Cybersecurity, Cyber Threat Hunting, Intrusion Detection and Prevention, Security Management, Cyber Threat Intelligence, Threat Detection, Cyber Attacks, Cyber Security Assessment, Event Monitoring, Network Security, Network Monitoring, Data Security, Business Continuity, Network Analysis, Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    265 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    Basics of Inclusive Design for Online Education

    Skills you'll gain: Web Content Accessibility Guidelines, Learning Management Systems, Disabilities, Education Software and Technology, Visual Impairment Education, Document Management, Technical Communication, Microsoft Office

    4.5
    Rating, 4.5 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    AI-Powered Software and System Design

    Skills you'll gain: Database Design, Software Design Patterns, Databases, Application Design, Database Management, Software Design, Software Architecture, System Design and Implementation, Large Language Modeling, Artificial Intelligence, Security Testing, Secure Coding, Application Programming Interface (API), Performance Tuning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    165 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Computer Science: Algorithms, Theory, and Machines: Princeton University
  • Become a Sustainable Business Change Agent: University of Colorado System
  • Utilize LinkedIn for Career Search: Coursera
  • Cisco CCNA 200-301: The Complete Guide to Getting Certified: Packt
  • Evaluating Large-Scale Health Programs: Johns Hopkins University
  • Clinical Trials Management and Advanced Operations: Johns Hopkins University
  • Healthier Materials and Sustainable Building: Parsons School of Design, The New School
  • Introduction to Google Docs: Coursera
  • Life Cycle Assessment: University of Michigan
  • Cyber Incident Response: Infosec

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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