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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: New
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    Coursera

    Advanced Multi-Agent AI System

    Skills you'll gain: LangGraph, AI Orchestration, AI Workflows, CrewAI, Agentic Workflows, Model Deployment, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Software Architecture, Application Deployment, Systems Architecture, System Design and Implementation, Communication Systems, Safety and Security, System Monitoring, Scalability, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Real-Time Embedded Systems

    Skills you'll gain: Real-Time Operating Systems, Systems Architecture, Software Architecture, Embedded Software, Software Design, System Design and Implementation, Embedded Systems, Performance Tuning, Systems Analysis, Electronic Hardware, Hardware Design, Electronic Systems, Systems Design, Hardware Architecture, Electrical and Computer Engineering, Requirements Analysis, System Programming, Reliability, Operating Systems, Service Level

    Build toward a degree

    4
    Rating, 4 out of 5 stars
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    122 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Machine Learning with PySpark: Recommender System

    Skills you'll gain: PySpark, Apache Spark, Data Pipelines, Data Processing, AI Personalization, Dimensionality Reduction, OpenAI API, Data Manipulation, Pandas (Python Package), Data Transformation, Unsupervised Learning, Applied Machine Learning, Embeddings, Machine Learning

    Intermediate · Guided Project · Less Than 2 Hours

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    Google Cloud

    Recommendation Systems on Google Cloud

    Skills you'll gain: Reinforcement Learning, Google Cloud Platform, AI Personalization, Machine Learning, Machine Learning Algorithms, Deep Learning, Applied Machine Learning, Unsupervised Learning, Artificial Neural Networks, Embeddings

    4.5
    Rating, 4.5 out of 5 stars
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    484 reviews

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Designing Agentive Technology: AI for Human Support

    Skills you'll gain: Agentic systems, Agentic Workflows, Human Computer Interaction, AI Personalization, Experience Design, UI/UX Strategy, Interaction Design, User Experience Design, User Experience, Responsible AI, Human Machine Interfaces, AI Product Strategy, Human Centered Design, Data Ethics, Artificial Intelligence, Automation, Machine Learning, Ethical Standards And Conduct, Technology Strategies

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
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    U

    UNSW Sydney (The University of New South Wales)

    Introduction to Systems Engineering

    Skills you'll gain: Systems Engineering, Systems Development, Construction Management, Systems Development Life Cycle, Systems Architecture, Product Lifecycle Management, System Design and Implementation

    4.7
    Rating, 4.7 out of 5 stars
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    833 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Orchestrating Experiences: Designing Consistent UX Journeys

    Skills you'll gain: Journey Mapping, Experience Design, Design Strategies, Service Design, Customer experience improvement, User Experience Design, Customer Engagement, User Interface and User Experience (UI/UX) Design, Customer Insights, Stakeholder Analysis, Dependency Analysis, Business Strategies, Process Mapping, Cross-Functional Collaboration, Business Strategy, Strategic Prioritization, Stakeholder Engagement, Product Strategy, Prioritization

    Beginner · Course · 1 - 3 Months

  • Status: New
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    SkillsBooster Academy

    Prompt Engineering for ChatGPT

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Generative AI Agents, Large Language Modeling, AI Workflows, AI Orchestration, Token Optimization, LLM Application, Agentic systems, Responsible AI, Artificial Intelligence, Business Process Automation, Artificial Intelligence and Machine Learning (AI/ML), Proactivity, Organizational Skills, Organizational Development, Business Technologies

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Coursera

    Vector Databases for Machine Learning: A Comprehensive Guide

    Skills you'll gain: Vector Databases, Retrieval-Augmented Generation, Embeddings, Performance Tuning, Applied Machine Learning, LangChain, Document Management, Docker (Software), Agentic systems, Generative AI, Generative Model Architectures, Model Deployment, LLM Application, Technical Communication, Multimodal Prompts, Search Engine Optimization, Metadata Management, Data Pipelines, Machine Learning, Data Migration

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Coursera

    Responsible AI, Explainability & Deployment

    Skills you'll gain: Decision Intelligence, Responsible AI, Apache Kafka, Data Ethics, Operations Research, Data Pipelines, Model Deployment, Apache Spark, Real Time Data, Revenue Management, Market Dynamics, Supply Chain Planning, Supply Chain, Logistics, Compliance Management, Information Privacy, People Analytics, Regulatory Compliance, General Data Protection Regulation (GDPR), Python Programming

    Intermediate · Course · 3 - 6 Months

  • 2

    28DIGITAL

    Basic Recommender Systems

    Skills you'll gain: Model Evaluation, Data Ethics, AI Personalization, Systems Design, System Requirements, Responsible AI, Machine Learning Algorithms, Machine Learning Methods, Innovation, Algorithms, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Performance Tuning, Fine-tuning

    4.3
    Rating, 4.3 out of 5 stars
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    43 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Alberta

    Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Machine Learning, Sampling (Statistics), Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Systems Development, Simulations, Solution Architecture, Agentic systems, Feature Engineering, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Markov Model, Decision Intelligence, Supervised Learning, Algorithms, Model Evaluation, Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Intermediate · Specialization · 3 - 6 Months

1234…599

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

  • Advanced Multi-Agent AI System: Coursera
  • Real-Time Embedded Systems: University of Colorado Boulder
  • Machine Learning with PySpark: Recommender System: Coursera
  • Recommendation Systems on Google Cloud: Google Cloud
  • Designing Agentive Technology: AI for Human Support: Packt
  • Introduction to Systems Engineering: UNSW Sydney (The University of New South Wales)
  • Orchestrating Experiences: Designing Consistent UX Journeys: Packt
  • Prompt Engineering for ChatGPT: SkillsBooster Academy
  • Vector Databases for Machine Learning: A Comprehensive Guide: Coursera
  • Responsible AI, Explainability & Deployment: 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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