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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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    Pearson

    A+ Core 2 V15 - Pearson Cert Prep: Unit 3

    Skills you'll gain: Mobile Security, Microsoft Windows, Problem Management, System Support, Technical Support and Services, Security Management, Android (Operating System), Computer Security Incident Management, Application Security, Debugging, Threat Management, Apple iOS, Application Performance Management, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Co-Management, Updates, Reporting & Troubleshooting

    Skills you'll gain: Patch Management, System Monitoring, Microsoft Intune (Mobile Device Management Software), Configuration Management, System Support, SQL Server Reporting Services, Systems Administration, Disaster Recovery, Software Installation

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Machine Learning with Small Data Part 2

    Skills you'll gain: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Applied Machine Learning, Small Data, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Artificial Neural Networks, Image Analysis, Machine Learning Algorithms, Data Synthesis, Simulation and Simulation Software, Computer Vision, Simulations, 3D Modeling

    Mixed · Course · 1 - 3 Months

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    Real Madrid Graduate School Universidad Europea

    El futuro del marketing deportivo

    Skills you'll gain: Global Marketing, Customer Engagement, Cultural Sensitivity, Revenue Management, Augmented and Virtual Reality (AR/VR), Brand Management, Marketing Strategy and Techniques, Customer experience improvement, Personalized Service, Business Modeling, Content Strategy, Customer Relationship Management, Innovation, Business Management, Price Negotiation, Digital Transformation, Data-Driven Decision-Making, Metadata Management, Artificial Intelligence, User Experience Design

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Deployment, MLOps, and Generative AI in Azure

    Skills you'll gain: Model Deployment, Large Language Modeling, Cloud Deployment, Data Ethics, CI/CD, Transfer Learning, Model Evaluation, Performance Tuning

    Advanced · Course · 1 - 4 Weeks

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    University of Michigan

    사람, 기술, 모빌리티의 미래

    Skills you'll gain: Social Sciences, Automation, Economics, Policy, and Social Studies, Social Impact, Socioeconomics, Electric Power Systems, Transportation Operations, Health Equity, Policy Analysis, Emerging Technologies, Environmental Issue, Sustainable Development, Climate Change Mitigation, Augmented and Virtual Reality (AR/VR), Diversity Equity and Inclusion Initiatives, Artificial Intelligence

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    TIBCO BusinessWorks: Complete Integration Training

    Skills you'll gain: Data Mapping, File Transfer Protocol (FTP), Middleware, IBM WebSphere MQ, Transaction Processing, Integration Testing, Fraud detection, Web Services, Data Validation, Simple Object Access Protocol (SOAP), Data Integration, Business Process Automation, Process Driven Development, Scenario Testing, Test Case, Oracle Databases, Service Oriented Architecture, Enterprise Architecture, API Testing, Business

    Beginner · Specialization · 1 - 3 Months

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    Pearson

    Build a CI/CD Pipeline

    Skills you'll gain: Continuous Delivery, CI/CD, Continuous Deployment, DevOps, Organizational Change, Culture Transformation, Continuous Integration, Application Deployment, Devops Tools, Cloud Deployment, Infrastructure as Code (IaC), YAML, Software Development, IT Automation, Continuous Improvement Process, Configuration Management, Scripting

    Advanced · Course · 1 - 4 Weeks

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    Pearson

    AWS Developer: Unit 4

    Skills you'll gain: Cloud Deployment, Application Deployment, CI/CD, Containerization, Development Environment, API Testing, Development Testing, Amazon Web Services, AWS CloudFormation, Unit Testing, Docker (Software), Kubernetes, API Gateway, Infrastructure as Code (IaC), Software Development, Configuration Management, Software Versioning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Master Version Control – Branching, Merging, Collaboration

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Open Source Technology, Collaborative Software, Microsoft Visual Studio, Command-Line Interface, Code Review, Technical Communication

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Certified Kubernetes Security Specialist (CKS): Unit 4

    Skills you'll gain: Role-Based Access Control (RBAC), Hardening, Identity and Access Management, Kubernetes, Infrastructure Security, Network Security, Firewall, Security Controls, Authorization (Computing), Linux Administration, System Configuration

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Getting Started with Terraform for Google Cloud - 日本語版

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Google Cloud Platform, Cloud Infrastructure, Configuration Management, Version Control, Command-Line Interface

    Beginner · Course · 1 - 3 Months

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

  • A+ Core 2 V15 - Pearson Cert Prep: Unit 3: Pearson
  • Co-Management, Updates, Reporting & Troubleshooting: Packt
  • Machine Learning with Small Data Part 2: Northeastern University
  • El futuro del marketing deportivo: Real Madrid Graduate School Universidad Europea
  • Advanced Deployment, MLOps, and Generative AI in Azure: Packt
  • 사람, 기술, 모빌리티의 미래: University of Michigan
  • TIBCO BusinessWorks: Complete Integration Training: EDUCBA
  • Build a CI/CD Pipeline: Pearson
  • AWS Developer: Unit 4: Pearson
  • Master Version Control – Branching, Merging, Collaboration: Packt

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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