• 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


  • C

    Codio

    Intro to Managing Resources Using Infrastructure-as-Code

    Skills you'll gain: Infrastructure as Code (IaC), Docker (Software), Kubernetes, Program Development, Terraform, Ansible, Cloud Infrastructure, Containerization, Cloud Management, Devops Tools, Cloud Platforms, Cloud Deployment, Firewall, Application Deployment, Security Controls, IT Automation, Bash (Scripting Language)

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Complete Interview Prep: Foundations, GD & Domain Interviews

    Skills you'll gain: Communication Strategies, Persuasive Communication, Adaptability

    ★ 4.5 (10) · Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    GenAI Model Development and Production Engineering

    Skills you'll gain: Fine-tuning, Generative AI Agents, Model Deployment, Generative AI, Transfer Learning, Kubernetes, Containerization, Enterprise Application Management, Docker (Software), Cloud Infrastructure, Scalability, Model Optimization, MLOps (Machine Learning Operations), Large Language Modeling, Infrastructure Architecture, Continuous Deployment, Continuous Monitoring, Process Optimization, Automation, Job Evaluation

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Build and Implement SOAP APIs for Employee Services

    Skills you'll gain: Simple Object Access Protocol (SOAP), Service Oriented Architecture, Enterprise Architecture, Web Services, Application Programming Interface (API), Data Modeling, Back-End Web Development, API Design, Extensible Markup Language (XML), Application Development

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI for People Management

    Skills you'll gain: Training and Development, Developing Training Materials, Training Programs, Responsible AI, Human Resources Management and Planning, Human Resource Strategy, Human Resources, Gap Analysis, Employee Training, Employee Performance Management, Employee Engagement, AI Personalization, Employee Surveys, Performance Review, Performance Management, Performance Analysis, Artificial Intelligence and Machine Learning (AI/ML), Survey Creation, Data Analysis, Surveys

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced C++ Features and Data Structures

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), C and C++, C++ (Programming Language), Data Structures, Object Oriented Design, Code Reusability, Memory Management, Data Persistence, Algorithms

    ★ 4.8 (10) · Advanced · Course · 1 - 4 Weeks

  • A

    AI CERTs

    From Blocks to Build: Blockchain Dev Essentials

    Skills you'll gain: Audit Working Papers, Blockchain, Security Testing, Software Design Patterns, Software Development Tools, Application Development, Computer Programming Tools, Development Environment, Digital Assets, Program Development, Distributed Computing, Software Development, Go (Programming Language), Cryptography, Transaction Processing, FinTech, Encryption, Business Logic, Business Analysis, Virtual Machines

    Intermediate · Specialization · 1 - 3 Months

  • J

    Johns Hopkins University

    Kids with Cancer Still Need School: The Providers Role

    Skills you'll gain: Parent Communication, Patient Education and Support, Family Support, Patient Advocacy, Care Coordination, Oncology, Special Education, Working With Children, Student Support and Services, Individualized Education Programs (IEP), Discussion Facilitation, Neurology, Patient Communication, Childhood Education and Development, Educational Materials

    ★ 5 (7) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Python Interactive Dashboards with Plotly Dash

    Skills you'll gain: Plotly, Dashboard, Dashboard Creation, Interactive Data Visualization, Jupyter, HTML and CSS, UI Components, Hypertext Markup Language (HTML), Plot (Graphics), Data Visualization Software, Real Time Data, Python Programming, Data Structures

    Intermediate · Course · 1 - 3 Months

  • A

    Automatic Data Processing, Inc. (ADP)

    Playing to Your Strengths by StandOut®

    Skills you'll gain: Growth Mindedness, Verbal Communication Skills, Communication, Positivity, Recognizing Others, Personal Development, Social Skills, Self-Awareness, People Development, Collaboration, Emotional Intelligence, Adaptability, Problem Solving

    ★ 4.7 (7) · Beginner · Course · 1 - 3 Months

  • P

    Packt

    Advanced Flutter UI and State Management

    Skills you'll gain: Flutter (Software), User Interface (UI) Design, UI Components, User Interface and User Experience (UI/UX) Design, JSON, Object Oriented Programming (OOP), Object Oriented Design, Mobile Development, Package and Software Management, Code Reusability, Data Modeling

    ★ 5 (7) · Intermediate · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Classification and Planned Experiments

    Skills you'll gain: Experimentation, Research Design, Statistical Modeling, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Machine Learning Algorithms, Statistical Programming, Model Training, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

1…567568569…749

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

  • Intro to Managing Resources Using Infrastructure-as-Code: Codio
  • Complete Interview Prep: Foundations, GD & Domain Interviews: Board Infinity
  • GenAI Model Development and Production Engineering: Starweaver
  • Build and Implement SOAP APIs for Employee Services: EDUCBA
  • Generative AI for People Management: Edureka
  • Advanced C++ Features and Data Structures: Packt
  • From Blocks to Build: Blockchain Dev Essentials: AI CERTs
  • Kids with Cancer Still Need School: The Providers Role: Johns Hopkins University
  • Python Interactive Dashboards with Plotly Dash: Packt
  • Playing to Your Strengths by StandOut® : Automatic Data Processing, Inc. (ADP)

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