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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
    U

    University of California, Davis

    Introduction to Web Development

    Skills you'll gain: Version Control, Hypertext Markup Language (HTML), GitHub, Git (Version Control System), HTML and CSS, Cascading Style Sheets (CSS), Web Design and Development, Web Development, Web Design, Software Versioning, Image Quality, Web Development Tools, Web Content, Front-End Web Development, Web Presence, Web Servers, Frontend Performance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Real-World Applications, Deployment, and Security in NestJS

    Skills you'll gain: Node.JS, Performance Tuning, CI/CD, DevOps, Microservices, GraphQL, Secure Coding, Application Deployment, Databases, PostgreSQL, Cloud Deployment, Back-End Web Development, Containerization, Performance Testing, Restful API, NoSQL, Application Security, TypeScript, Application Development, Javascript

    Advanced · Course · 1 - 3 Months

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    P

    Packt

    AI, Copilot, and Enterprise Implementation in Power Platform

    Skills you'll gain: Power Platform Architecture & Technical Design, Microsoft Power Platform, Application Lifecycle Management, Microsoft Copilot, AI Enablement, Solution Architecture, AI Product Strategy, AI Integrations, Enterprise Application Management, Release Management, Azure DevOps, Solution Delivery, Development Environment, Enterprise Architecture, System Implementation, Decision Intelligence, Azure DevOps Pipelines, AI Workflows, Automation, Data Modeling

    Advanced · Course · 1 - 3 Months

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    Microsoft

    Leading Through Communication, Coaching, and Trust

    Skills you'll gain: Meeting Facilitation, Constructive Feedback, Trustworthiness, Employee Coaching, Emotional Intelligence, Collaborative Software, Discussion Facilitation, Microsoft Teams, Microsoft Copilot, Leadership and Management, Professionalism, Leadership, Conflict Management, Team Management, Team Leadership, Taking Meeting Minutes, Coaching, Follow Through, Employee Performance Management, Microsoft Office

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Java APIs and Functional Programming

    Skills you'll gain: Secure Coding, Maintainability, Hardening, Java Programming, Software Design Patterns, Application Security, Software Design, Java, Software Architecture, Memory Management, Object Oriented Design, API Design, Code Reusability, Software Development, Object Oriented Programming (OOP), Functional Design, Application Programming Interface (API), Interoperability, System Programming, C (Programming Language)

    Advanced · Course · 1 - 4 Weeks

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    Madecraft

    Using Design Principles to Enhance Remote Trainings

    Skills you'll gain: Style Guides, Typography, Visual Design, Color Theory, Graphic and Visual Design, Digital Design, Developing Training Materials, Design Elements And Principles, Visual Storytelling, Instructional Design, Web Content Accessibility Guidelines, Graphic Design, Learning Theory

    Beginner · Course · 1 - 3 Months

  • Status: New
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    E

    Edureka

    Transfer Learning and Fine-Tuning for AI Models

    Skills you'll gain: MLOps (Machine Learning Operations), Fine-tuning, PyTorch (Machine Learning Library), AI Security, Application Deployment, AI Workflows, Prompt Engineering, Hugging Face, Artificial Neural Networks, Deep Learning, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Machine Learning Methods, Generative AI, Computer Vision, Artificial Intelligence, Machine Learning, Data Processing, Machine Learning Algorithms

    Intermediate · Specialization · 1 - 3 Months

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    Madecraft

    Fundamentals of Instructional Design

    Skills you'll gain: Instructional and Curriculum Design, Instructional Design, Training Programs, Training and Development, Project Design, Developing Training Materials, Adult Learning Principles, Program Evaluation, Education Software and Technology, Employee Training, Process Design, Educational Materials, Needs Assessment, Learning Management Systems, Collaboration, Adult Education, Multimedia, Photo/Video Production and Technology, Analysis, Media Production

    Beginner · Course · 1 - 3 Months

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    W

    Whizlabs

    Microsoft Foundry Essentials: RAG, Fine-Tuning and AI Agents

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI Agents, Model Deployment, Generative AI, Agentic Workflows, Microsoft Azure, AI Workflows, Model Evaluation, Model Training, Fine-tuning, Microsoft Development Tools, MLOps (Machine Learning Operations), AI Integrations, Large Language Modeling, Model Optimization, Agentic systems

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    J

    John Wiley & Sons

    Applied Data Science with SQL, R, and Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Relational Databases, SQL, Database Theory, R (Software), Data Visualization, Statistical Programming, Ggplot2, Data Science, Query Languages, Databases, Database Systems, R Programming, Database Design, Statistical Methods, Database Management, Data Analysis, Power BI, Python Programming

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    Packt

    Projects, Dialogs, and Electron Features

    Skills you'll gain: Data Persistence, Debugging, Application Development, Node.JS, Application Design, Web Applications, Data Storage Technologies, Maintainability, Secure Coding, Build Tools, User Interface (UI), System Programming, Application Deployment, UI Components, Package and Software Management, File I/O, Data Storage, Web Content

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    M

    Microsoft

    Microsoft DevOps Engineering

    Skills you'll gain: CI/CD, Azure DevOps, Site Reliability Engineering, Terraform, DevOps, Infrastructure as Code (IaC), Azure DevOps Pipelines, Continuous Deployment, Cloud-Native Computing, Continuous Delivery, DevSecOps, Incident Management, Continuous Integration, Kubernetes, Hardening, Cloud Infrastructure, Incident Response, Enterprise Architecture, Technical Communication, Performance Metric

    Advanced · Professional Certificate · 3 - 6 Months

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

  • Introduction to Web Development: University of California, Davis
  • Real-World Applications, Deployment, and Security in NestJS: Packt
  • AI, Copilot, and Enterprise Implementation in Power Platform: Packt
  • Leading Through Communication, Coaching, and Trust: Microsoft
  • Advanced Java APIs and Functional Programming: Packt
  • Using Design Principles to Enhance Remote Trainings: Madecraft
  • Transfer Learning and Fine-Tuning for AI Models: Edureka
  • Fundamentals of Instructional Design: Madecraft
  • Microsoft Foundry Essentials: RAG, Fine-Tuning and AI Agents: Whizlabs
  • Applied Data Science with SQL, R, and Python: John Wiley & Sons

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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