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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


  • É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing 2: Filtering

    Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Telecommunications, Numerical Analysis, Systems Analysis, Jupyter

    4.7 stars, 198 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (198) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IE Business School

    Channel Management and Retailing

    Skills you'll gain: Retail Management, Marketing Channel, Merchandising, Conflict Management, Retail Store Operations, Market Opportunities, Supply Chain, E-Commerce, Market Dynamics, Vendor Relationship Management, Cross-Channel Marketing, Growth Strategies, Supply Chain Planning, Web Presence, Promotional Strategies, Company, Product, and Service Knowledge, Digital Transformation

    4.5 stars, 1.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    AWS S3 Basics

    Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Hosting, Cloud Storage, Version Control, Encryption, Data Storage, Cloud Security

    4.5 stars, 1.3K reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (1.3K) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • I

    IBM

    Django Application Development with SQL and Databases

    Skills you'll gain: Object-Relational Mapping, Django (Web Framework), Database Application, Database Development, Bootstrap (Front-End Framework), Database Administration, Full-Stack Web Development, Cloud Deployment, Database Management, SQL, Database Theory, Cloud Applications, Relational Databases, Frontend Integration, Databases, Database Design, Database Systems, Application Deployment, Authentications, Back-End Web Development

    4.5 stars, 364 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (364) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon

    Full Stack Web Development

    Skills you'll gain: Full-Stack Web Development, Restful API, Cloud Deployment, Frontend Integration, Front-End Web Development, Web Design and Development, Web Services, Cloud Development, Application Deployment, Cloud Applications, Web Development, Spring Framework, Amazon Web Services, HTML and CSS, Data Persistence, Application Programming Interface (API), Server Side, Web Applications, Back-End Web Development, Javascript

    4 stars, 57 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4 (57) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Workplace Compliance & Safety Essentials

    Skills you'll gain: Workplace inclusivity, Security Awareness, Diversity Training, Diversity and Inclusion, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Professionalism, Courage, Information Systems Security, Diversity Programs, Business Ethics, Ethical Standards And Conduct, Cultural Diversity, Workplace Bullying Intervention, Compliance Management, Compliance Training, Professional Development, Cultural Sensitivity, Culture Transformation, Employee Training

    4.8 stars, 355 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (355) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Introducción a Lean Six Sigma

    Skills you'll gain: Lean Six Sigma, Lean Manufacturing, Six Sigma Methodology, Lean Methodologies, Kaizen Methodology, Kanban Principles, Production Process, Statistical Process Controls, Process Capability, Quality Improvement, Process Improvement, Process Improvement and Optimization, Quality Monitoring, Process Optimization, Process Analysis, Continuous Improvement Process, Customer Analysis, Waste Minimization, Quality Management, Return On Investment

    4.8 stars, 786 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (786) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Device-based Models with TensorFlow Lite

    Skills you'll gain: Model Optimization, Model Deployment, iOS Development, Apple iOS, Android Development, Tensorflow, Swift Programming, Model Training, Mobile Development, Embedded Systems, Computer Vision, Machine Learning

    4.7 stars, 655 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (655) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Cloud Computing Concepts: Part 2

    Skills you'll gain: Distributed Computing, File Systems, Cloud Computing, Dataflow, Transaction Processing, Computer Security, Data Centers, Cyber Security Policies, Authorization (Computing), Apache Hadoop, Data Store, Database Theory, Cloud Security, Authentications, NoSQL, Algorithms, Data Integrity, Encryption, File Management, Graph Theory

    4.5 stars, 323 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (323) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Data Storage and Queries

    Skills you'll gain: Data Store, Data Storage, Data Storage Technologies, Query Languages, Vector Databases, Data Lakes, File Systems, Database Systems, SQL, Databases, Data Architecture, Cloud Storage, Data Warehousing, Amazon Web Services, Performance Tuning

    4.6 stars, 89 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (89) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Agentic AI with LangGraph, CrewAI, AutoGen and BeeAI

    Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, Agentic systems, Generative AI Agents, LLM Application, AI Integrations, Tool Calling, Large Language Modeling, Software Design Patterns, Memory Management

    4.7 stars, 108 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (108) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The Museum of Modern Art

    Artful Practices for Well-Being

    Skills you'll gain: Self-Awareness, Personal Development, Empathy & Emotional Intelligence, Resilience, Compassion, Emotional Intelligence, Mindfulness, Empathy, Creativity, Growth Mindedness, Stress Management, Curiosity, Sensory Systems Analysis

    4.9 stars, 30 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (30) · Beginner · Course · 1 - 3 Months

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

  • Digital Signal Processing 2: Filtering: École Polytechnique Fédérale de Lausanne
  • Channel Management and Retailing: IE Business School
  • AWS S3 Basics: Coursera
  • Django Application Development with SQL and Databases: IBM
  • Full Stack Web Development: Amazon
  • Workplace Compliance & Safety Essentials: LearnKartS
  • Introducción a Lean Six Sigma: Tecnológico de Monterrey
  • Device-based Models with TensorFlow Lite: DeepLearning.AI
  • Cloud Computing Concepts: Part 2: University of Illinois Urbana-Champaign
  • Data Storage and Queries: DeepLearning.AI

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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