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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


  • P

    Packt

    Mastering 3D Pathfinding with Octree

    Skills you'll gain: Spatial Analysis, C# (Programming Language)

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Maestría en Gerencia de la Ingeniería

    Skills you'll gain: Design Thinking, Project Management Life Cycle, Reinforcement Learning, Organizational Strategy, Classification Algorithms, Deep Learning, Engineering Management, Technology Strategies, Systems Thinking, Feasibility Studies, Infrastructure Security, Financial Statements, Environmental Social And Corporate Governance (ESG), Logistic Regression, Agile Software Development, Environmental Management Systems, Responsible AI, Product Development, Asset Management, Crisis Management

    Degree · 1 - 4 Years

  • B

    Birla Institute of Technology & Science, Pilani

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Data Preprocessing, LLM Application, Semantic Web, Artificial Neural Networks, ChatGPT, Artificial Intelligence, Generative AI, Data Processing, Deep Learning, Model Training, Model Evaluation, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Continuous Integration, Version Control, Test Driven Development (TDD), Software Testing, Test Automation, Git (Version Control System), Software Architecture, Maintainability, JavaScript Frameworks, Usability, Web Content Accessibility Guidelines, Test Script Development, Software Design, Application Frameworks, Regression Testing, Test Data, Software Design Patterns, Angular, Unified Modeling Language

    Mastertrack · 6 - 12 Months

  • D

    Dartmouth College

    Master of Engineering in Computer Engineering

    Skills you'll gain: Natural Language Processing, Field-Programmable Gate Array (FPGA), Technical Communication, Embedded Systems, Digital Signal Processing, Embedded Software, Distributed Computing, Machine Learning Algorithms, Image Analysis, Machine Learning Methods, Deep Learning, Engineering Design Process, Recurrent Neural Networks (RNNs), Experimentation, Convolutional Neural Networks, Hardware Design, Text Mining, Student Support and Services, Computer Engineering, Systems Analysis

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • O

    O.P. Jindal Global University

    M.A. Public Policy

    Skills you'll gain: Econometrics, Surveys, Data Ethics, R (Software), Environmental Laws, Social Sciences, Matplotlib, Research Reports, Social Determinants Of Health, Public Policies, Research Methodologies, Political Sciences, Policy Development, Economics, Policy, and Social Studies, Economic Development, Financial Policy, Diplomacy, International Relations, Economics, Climate Change Adaptation

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • U

    University of Minnesota

    Nearest Neighbor Collaborative Filtering

    Skills you'll gain: AI Personalization, Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Unsupervised Learning, Data Mining, Algorithms, Correlation Analysis

    ★ 4.3 (308) · Mixed · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Getting Started with Amazon Personalize

    Skills you'll gain: AI Personalization, Amazon Web Services, Personalized Campaigns, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • S

    Scrimba

    Build a Movie Recommendation App with OpenAI

    Skills you'll gain: User Interface (UI), Vector Databases, User Interface (UI) Design, OpenAI API, UI Components, Figma (Design Software), AI Personalization, LLM Application, OpenAI, Embeddings, Application Development, Data Store, Frontend Integration, Artificial Intelligence, Data Processing, Database Management, Restful API, Web Development

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Optimize Your Wellness with AI Features

    Skills you'll gain: Prompt Engineering, AI Personalization, Supervised Learning, AI literacy, Health And Wellness Coaching, Predictive Analytics, Machine Learning, Responsible AI, Model Evaluation, Predictive Modeling, Data Ethics, Data Quality, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Washington

    Machine Learning: Clustering & Retrieval

    Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Statistical Inference, Text Mining, Machine Learning Methods, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Distributed Computing, Probability Distribution, Algorithms

    ★ 4.7 (2.4K) · Mixed · Course · 1 - 3 Months

  • S

    Scrimba

    Build an AI Personal Assistant with a Vector Database

    Skills you'll gain: Vector Databases, Web Design and Development, AI Personalization, Web Development, Web Applications, HTML and CSS, Natural Language Processing, Data Store, Embeddings, Javascript, Database Management, LLM Application, Persona (User Experience), Real Time Data, Generative AI Agents

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Mastering 3D Pathfinding with Octree: Packt
  • Maestría en Gerencia de la Ingeniería: Universidad de los Andes
  • Natural Language Processing: Birla Institute of Technology & Science, Pilani
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Master of Engineering in Computer Engineering: Dartmouth College
  • M.A. Public Policy: O.P. Jindal Global University
  • Nearest Neighbor Collaborative Filtering: University of Minnesota
  • Getting Started with Amazon Personalize: Amazon Web Services
  • Build a Movie Recommendation App with OpenAI: Scrimba
  • Optimize Your Wellness with AI Features: Coursera

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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