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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


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    National Taiwan University

    用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1))

    Skills you'll gain: Information Systems, Information Management, Business Logic, Data Structures, Transportation Operations, Information Technology, Production Planning, Operations Management, Business Operations, Inventory Control, Logistics, Algorithms, Computer Programming, Python Programming, Decision Making, Software Installation

    4.9
    Rating, 4.9 out of 5 stars
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    898 reviews

    Beginner · Course · 1 - 3 Months

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    DeepLearning.AI

    Introduction to Generative AI for Software Development

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Generative AI, Code Review, Program Development, Software Development Methodologies, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.6
    Rating, 4.6 out of 5 stars
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    585 reviews

    Beginner · Course · 1 - 4 Weeks

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    K

    Kennesaw State University

    Business Model Canvas: A Tool for Entrepreneurs and Innovators (Project-Centered Course)

    Skills you'll gain: Value Propositions, Business Modeling, Presentations, Customer Analysis, Innovation, Business Process, Customer Relationship Management, Entrepreneurship, Target Market, Marketing Channel, Business Strategy, Strategic Partnership, Cost Management, Revenue Management, Resource Management

    4.7
    Rating, 4.7 out of 5 stars
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    681 reviews

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning Operations (MLOps): Getting Started

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Cloud Management, DevOps, Continuous Deployment, CI/CD, Machine Learning, Automation, Data Pipelines, Version Control

    4
    Rating, 4 out of 5 stars
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    476 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Starweaver

    Personal Productivity, Time Management and Prioritization

    Skills you'll gain: Prioritization, Productivity, Strategic Prioritization, Productivity Software, Ability To Meet Deadlines, Personal Development, Workflow Management, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
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    372 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Transforming Communities

    Skills you'll gain: Systems Thinking, Needs Assessment, Community Development, Sustainable Development, Corporate Sustainability, Diversity and Inclusion, Organizational Change, Strategic Thinking, Environmental Social And Corporate Governance (ESG), Stakeholder Engagement, Project Management, Communication Strategies, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    55 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Project: Generative AI Applications with RAG and LangChain

    Skills you'll gain: LLM Application, Generative AI, Prompt Engineering, Document Management, Natural Language Processing, Database Management Systems, Data Storage Technologies, User Interface (UI)

    4.8
    Rating, 4.8 out of 5 stars
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    176 reviews

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Fundamentals of Building AI Agents

    Skills you'll gain: LangChain, Tool Calling, LLM Application, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Software Development

    4.7
    Rating, 4.7 out of 5 stars
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    71 reviews

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Introduction to Web Development with HTML, CSS, JavaScript

    Skills you'll gain: Hypertext Markup Language (HTML), HTML and CSS, Web Development, Web Development Tools, Cascading Style Sheets (CSS), Front-End Web Development, Web Design, Javascript, Interactive Design, Web Applications, Full-Stack Web Development, Back-End Web Development

    4.6
    Rating, 4.6 out of 5 stars
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    2.3K reviews

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    Accounting for Decision Making

    Skills you'll gain: Financial Statements, Accounting, Ledgers (Accounting), General Accounting, Financial Acumen, Revenue Management, Inventory Control Systems, Inventory Management, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
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    473 reviews

    Intermediate · Course · 1 - 3 Months

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    NVIDIA

    AI Infrastructure and Operations Fundamentals

    Skills you'll gain: Generative AI, Large Language Modeling, MLOps (Machine Learning Operations), Artificial Intelligence, Cloud Computing, Cloud Infrastructure, Infrastructure Architecture, Data Infrastructure, Artificial Neural Networks, IT Infrastructure, Information Technology Operations, Deep Learning, Network Infrastructure, Kubernetes, Tensorflow, Hardware Architecture, Machine Learning, PyTorch (Machine Learning Library), Data Centers, Computer Architecture

    4.6
    Rating, 4.6 out of 5 stars
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    442 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Penetration Testing, Threat Hunting, and Cryptography

    Skills you'll gain: Cyber Threat Hunting, Cyber Threat Intelligence, Threat Modeling, Penetration Testing, Threat Detection, MITRE ATT&CK Framework, Cryptography, Security Testing, Application Security, Encryption, Cybersecurity, Vulnerability Scanning, Open Web Application Security Project (OWASP), Vulnerability Assessments, Exploitation techniques, Test Planning

    4.6
    Rating, 4.6 out of 5 stars
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    2.5K reviews

    Intermediate · Course · 1 - 3 Months

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

  • 用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1)): National Taiwan University
  • Introduction to Generative AI for Software Development: DeepLearning.AI
  • Business Model Canvas: A Tool for Entrepreneurs and Innovators (Project-Centered Course): Kennesaw State University
  • Machine Learning Operations (MLOps): Getting Started: Google Cloud
  • Personal Productivity, Time Management and Prioritization: Starweaver
  • Transforming Communities: University of Colorado Boulder
  • Project: Generative AI Applications with RAG and LangChain: IBM
  • Fundamentals of Building AI Agents: IBM
  • Introduction to Web Development with HTML, CSS, JavaScript: IBM
  • Accounting for Decision Making: University of Michigan

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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