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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
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    Lund University

    Cities and Consumption: Urban Sustainability and the Sharing Economy

    Skills you'll gain: Sustainable Development, Socioeconomics, Community Development, Sustainable Business, Governance, Systems Thinking, Multimedia, Case Studies, Innovation, Stakeholder Engagement, Analysis, Consumer Behaviour

    4.7
    Rating, 4.7 out of 5 stars
    ·
    181 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

    Skills you'll gain: Prompt Engineering, Development Environment, Large Language Modeling, Data Store, LLM Application, Text Mining, Generative AI, Databases, Database Development, OpenAI, Database Management, Semantic Web, Data Storage Technologies, Document Management, Artificial Intelligence, Data Storage, Data Processing, Natural Language Processing

    4.9
    Rating, 4.9 out of 5 stars
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    41 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    D

    DeepLearning.AI

    Advanced Learning Algorithms

    Skills you'll gain: Classification And Regression Tree (CART), Machine Learning, Data Ethics, Decision Tree Learning, Tensorflow, Responsible AI, Supervised Learning, Deep Learning, Random Forest Algorithm, Artificial Neural Networks, Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Machine Learning for Marketers

    Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Advanced Analytics, Supervised Learning, Dimensionality Reduction, Predictive Modeling, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Customer experience improvement, Personalized Service, Machine Learning, Regression Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Understanding User Needs

    Skills you'll gain: Qualitative Research, User Research, Usability Testing, User Centered Design, Research Methodologies, Needs Assessment, Interviewing Skills, Research, Human Computer Interaction, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
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    543 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Preview
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    B

    Birla Institute of Technology & Science, Pilani

    Operating Systems

    Skills you'll gain: Operating Systems, OS Process Management, System Programming, File Systems, Unix Commands, Command-Line Interface, System Monitoring, System Design and Implementation, Performance Tuning, Package and Software Management, File Management, Algorithms, Cloud Platforms, Security Controls, User Accounts, Debugging

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Northeastern University

    Data Warehousing Essentials for Analytics and AI Support

    Skills you'll gain: Data Warehousing, Data Modeling, Database Design, Extract, Transform, Load, SQL, Star Schema, Business Intelligence, Databases, Relational Databases, Database Architecture and Administration, Data Mart, Data Integrity, Data Analysis, Snowflake Schema, Data-Driven Decision-Making, Data Manipulation, Data Visualization

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
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    Pontificia Universidad Católica de Chile

    Fundamentos de sistemas recomendadores

    Skills you'll gain: AI Personalization, Predictive Modeling, Machine Learning, Machine Learning Software, Dimensionality Reduction, Machine Learning Algorithms, Business Metrics, Text Mining, Analysis, Linear Algebra, Information Systems

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    LLMs as Operating Systems: Agent Memory

    Skills you'll gain: LLM Application, Tool Calling, Large Language Modeling, Generative AI Agents, ChatGPT, OpenAI, Prompt Engineering, Agentic systems, System Design and Implementation

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
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    P

    Packt

    Advanced PyTorch Techniques and Applications

    Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Generative AI, Deep Learning, Dimensionality Reduction, Text Mining, Network Model, Unsupervised Learning, Supervised Learning, Google Cloud Platform, Machine Learning, Computer Vision, Flask (Web Framework), Application Deployment

    4.6
    Rating, 4.6 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Product Recommender System: OpenAI Text Embedding

    Skills you'll gain: AI Personalization, Data Analysis, Generative AI, Exploratory Data Analysis, OpenAI, Data Manipulation, Prototyping, Text Mining, Pandas (Python Package), Applied Machine Learning, Interactive Data Visualization, Scientific Visualization, Python Programming, Dimensionality Reduction, NumPy

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Vertex AI Search for Commerce

    Skills you'll gain: AI Personalization, Data Integration, Google Cloud Platform, MLOps (Machine Learning Operations), Data Modeling, Continuous Monitoring, Data Quality, System Monitoring, Real Time Data, Enterprise Architecture, Application Programming Interface (API)

    Advanced · Course · 1 - 3 Months

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

  • Cities and Consumption: Urban Sustainability and the Sharing Economy: Lund University
  • Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases: Scrimba
  • Advanced Learning Algorithms: DeepLearning.AI
  • Machine Learning for Marketers: University of Colorado System
  • Understanding User Needs: University of Michigan
  • Operating Systems: Birla Institute of Technology & Science, Pilani
  • Data Warehousing Essentials for Analytics and AI Support: Northeastern University
  • Fundamentos de sistemas recomendadores: Pontificia Universidad Católica de Chile
  • LLMs as Operating Systems: Agent Memory: DeepLearning.AI
  • Advanced PyTorch Techniques and Applications: 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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