• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Supervised Learning

Supervised Learning Courses

Supervised learning courses can help you learn regression analysis, classification techniques, and model evaluation methods. You can build skills in feature selection, hyperparameter tuning, and understanding bias-variance tradeoff. Many courses introduce tools like Python libraries such as scikit-learn and TensorFlow, that support implementing algorithms and analyzing data.

Popular Supervised Learning Courses and Certifications


  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Introduction to Procedural Maze Building and Maze Algorithms

    Skills you'll gain: Unity Engine, Algorithms, Game Design, Video Game Development, Program Development, Programming Principles, C# (Programming Language), Debugging, Graph Theory

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Capstone Projects & Advanced Challenges

    Skills you'll gain: iOS Development, Interactive Design, User Interface (UI) Design, Data Persistence, Application Design, Application Programming Interface (API), Game Design, Restful API, JSON, Animation and Game Design, Frontend Performance, Typography

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud 에서 데이터 레이크와 데이터 웨어하우스 빌드하기

    Skills you'll gain: Data Lakes, Data Governance, Data Warehousing, Data Architecture, Google Cloud Platform, Data Infrastructure, Metadata Management, Data Management, Data Integration, Big Data, Data Pipelines, Cloud Storage, Data Storage Technologies, Advanced Analytics, Data Processing, Data Access, Analytics, Data Security, Applied Machine Learning

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Mendeploy dan Menskalakan Model AI dengan Cloud Run

    Skills you'll gain: Google Cloud Platform, Model Deployment, Model Optimization, Serverless Computing, Cloud Deployment, Generative AI, Cloud Applications, AI Integrations, Data Integration, Data Storage Technologies, Applied Machine Learning, Scalability

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 日本語版

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Blender Geometry Nodes – Procedural Bridge Basics

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics)

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Privacy & Safety - Deutsch

    Skills you'll gain: AI Security, Responsible AI, Information Privacy, Data Loss Prevention, Personally Identifiable Information, Federated Learning, Data Security, Cloud Security, Generative AI, Data Ethics, Google Cloud Platform, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Português

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Build a DALL-E Generator with React, JS & OpenAI

    Skills you'll gain: OpenAI API, TypeScript, Development Environment, Full-Stack Web Development, AI Integrations, Cloud Deployment, JavaScript Frameworks, Email Automation, Web Applications, User Interface (UI), Git (Version Control System)

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - 한국어

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Customer Relationship Management, Customer Relationship Management (CRM) Software, Google Cloud Platform, Jupyter, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), SQL

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Privacy & Safety - Français

    Skills you'll gain: AI Security, Responsible AI, Information Privacy, Cloud Security, Generative AI, Federated Learning, Personally Identifiable Information, Google Cloud Platform, Data Security, Data Governance, Encryption

    Intermediate · Course · 1 - 3 Months

1…788789790…795

In summary, here are 10 of our most popular supervised learning courses

  • Introduction to Procedural Maze Building and Maze Algorithms: Packt
  • Capstone Projects & Advanced Challenges: Packt
  • Google Cloud 에서 데이터 레이크와 데이터 웨어하우스 빌드하기: Google Cloud
  • Mendeploy dan Menskalakan Model AI dengan Cloud Run: Google Cloud
  • Data Science Graduate Certificate: University of Colorado Boulder
  • Responsible AI for Developers: Interpretability & Transparency - 日本語版: Google Cloud
  • Blender Geometry Nodes – Procedural Bridge Basics: Packt
  • Responsible AI for Developers: Privacy & Safety - Deutsch: Google Cloud
  • Responsible AI for Developers: Fairness & Bias - Português: Google Cloud
  • Build a DALL-E Generator with React, JS & OpenAI: Packt

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok