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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


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    Northeastern University

    Foundations of Statistical Learning & Algorithms

    Skills you'll gain: Model Evaluation, Linear Algebra, Statistical Machine Learning, Probability, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Dimensionality Reduction, Algebra

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Deep Learning: Build & Optimize Neural Networks

    Skills you'll gain: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Google Workspace Administration - Español

    Skills you'll gain: User Provisioning, Google Workspace, User Accounts, Role-Based Access Control (RBAC), Cloud Services, Identity and Access Management, Collaborative Software, Configuration Management

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Deploy Microsoft SQL Server to Compute Engine

    Skills you'll gain: Microsoft SQL Servers, Cloud Computing, Server Administration, Cloud Infrastructure, Windows Servers, Remote Access Systems, Virtual Machines, Cloud Deployment, User Accounts

    Beginner · Project · Less Than 2 Hours

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    University of Michigan

    Las personas, la tecnología y el futuro de la movilidad

    Skills you'll gain: Automation, Stakeholder Analysis, Socioeconomics, Environmental Science, Electrical Systems, Economics, Policy, and Social Studies, Emerging Technologies, Technology Roadmaps, Sustainable Technologies, Policy Analysis, Transportation Operations, Social Sciences, Electric Power Systems, Environment, Energy and Utilities, Sustainable Development, Information Privacy, Safety Assurance

    Beginner · Course · 1 - 3 Months

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    Pearson

    Programming Generative AI: Unit 3

    Skills you'll gain: Multimodal Prompts, Generative AI, Model Evaluation, Generative Model Architectures, Image Analysis, Embeddings, Transfer Learning, Computer Vision, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Google Chat - 日本語版

    Skills you'll gain: Google Workspace, Google Docs, Collaborative Software, Gmail, Google Sheets, Internal Communications, Productivity Software, Communication

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Optimize Your Database with Indexes

    Skills you'll gain: SQL, Relational Databases, Database Management, Database Systems, Performance Tuning, Databases, Database Administration, Query Languages

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Coursera

    GenAI for Sales Ops: Automating Workflow Efficiency

    Skills you'll gain: Generative AI Agents, HubSpot CRM, Sales Enablement, Customer Relationship Management (CRM) Software, Sales Process, Business Process Automation, Sales Management, Lead Generation, Workflow Management, AI Workflows, Agentic Workflows, Process Analysis, Sales, Automation, Data Entry, AI Enablement, Business Process Modeling, Data Management

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    XHTML - Styling with CSS

    Skills you'll gain: Color Theory, Cascading Style Sheets (CSS), Typography, HTML and CSS, Web Design, Web Content Accessibility Guidelines, Semantic Web

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    Rating, 5 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Atmosphere, AI, Famous Horror Mechanics, and Final Touches

    Skills you'll gain: Unreal Engine, Game Design, Video Game Development, Augmented and Virtual Reality (AR/VR), Virtual Environment, Animation and Game Design, Computer Graphics, Artificial Intelligence, User Interface (UI)

    Advanced · Course · 1 - 4 Weeks

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    INSEAD

    블록체인 트랜잭션

    Skills you'll gain: Blockchain, Digital Assets, FinTech, Financial Services, Transaction Processing, Financial Systems, Identity and Access Management, Cryptography, Cost Reduction, Data Security, Governance

    Intermediate · Course · 1 - 4 Weeks

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

  • Foundations of Statistical Learning & Algorithms: Northeastern University
  • Deep Learning: Build & Optimize Neural Networks: EDUCBA
  • Introduction to Google Workspace Administration - Español: Google Cloud
  • Deploy Microsoft SQL Server to Compute Engine: Google Cloud
  • Las personas, la tecnología y el futuro de la movilidad: University of Michigan
  • Programming Generative AI: Unit 3: Pearson
  • Google Chat - 日本語版: Google Cloud
  • Optimize Your Database with Indexes: Coursera
  • GenAI for Sales Ops: Automating Workflow Efficiency: Coursera
  • XHTML - Styling with CSS: EDUCBA

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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