• 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

    Coursera

    Visualizing Filters of a CNN using TensorFlow

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    84 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Expressway to Data Science: Python Programming

    Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Visualization, Programming Principles, Computer Programming, Histogram, Functional Design, Package and Software Management, Data Import/Export, Scripting, Scripting Languages, Data Manipulation, Python Programming, Data Science, Data Structures, Software Engineering

    4.7
    Rating, 4.7 out of 5 stars
    ·
    308 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Providing Social, Emotional, Behavioral, and Special Education Services in School

    Skills you'll gain: Individualized Education Programs (IEP), Special Education, School Psychology, Case Studies, Empathy & Emotional Intelligence, School Counseling, Community Mental Health Services, Student Support and Services, Social and Human Services, Mental Health, Preventative Care, Health Promotion, Behavior Management, Positive Behavior Support, Crisis Intervention

    4.8
    Rating, 4.8 out of 5 stars
    ·
    896 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Design Thinking

    Skills you'll gain: Brainstorming, Design Thinking, Innovation, Ideation, Stakeholder Analysis, Creative Thinking, User Research, Human Centered Design, Design Research, Open Mindset, Project Scoping, User Experience, Persona Development, Project Planning, Process Mapping, Value Engineering, Product Development, Growth Mindedness, Strategic Thinking, Creativity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    280 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Nearest Neighbor Collaborative Filtering

    Skills you'll gain: AI Personalization, Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Data Mining, Algorithms, Collaborative Software, Data Manipulation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    308 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Data Analysis Using Pyspark

    Skills you'll gain: PySpark, Matplotlib, Apache Spark, Big Data, Data Processing, Distributed Computing, Data Management, Data Visualization, Data Analysis, Data Manipulation, Data Cleansing, Query Languages, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    315 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    I

    Infosec

    AI Security

    Skills you'll gain: Responsible AI, AI Security, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Governance, Law, Regulation, and Compliance, Information Privacy, Data Governance, Data Security, Machine Learning, Computer Security, Risk Management Framework

    4.6
    Rating, 4.6 out of 5 stars
    ·
    214 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Pseudocode, Data Structures, Design Strategies, Programming Principles, Computer Science, Advanced Mathematics, Python Programming, Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    239 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Introduction to 3D Modeling

    Skills you'll gain: 3D Modeling, 3D Assets, Design Elements And Principles, Visualization (Computer Graphics), Computer-Aided Design, Design, Architectural Design, Creativity

    4.3
    Rating, 4.3 out of 5 stars
    ·
    52 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Network Automation Engineering Fundamentals

    Skills you'll gain: Ansible, Development Environment, Postman API Platform, Restful API, Authentications, YAML, Software Development Methodologies, Software-Defined Networking, CI/CD, DevOps, IT Automation, Network Engineering, Network Architecture, Network Administration, Application Programming Interface (API), Scripting, JSON, Data Modeling, Version Control, Network Protocols

    4.7
    Rating, 4.7 out of 5 stars
    ·
    158 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    The State University of New York

    Home-Based Child Care

    Skills you'll gain: Injury Prevention, Child Development, Childhood Education and Development, Working With Children, Business Planning, Accident Prevention, Teaching, Family Support, Emotional Intelligence, Emergency Response, Parent Communication, Cultural Diversity, Diversity Awareness, Nutrition and Diet, Safety Training, Business, Small Business Accounting, Tax Management, Policy Development, Creativity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    162 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of Michigan

    Leading for Equity, Diversity and Inclusion in Higher Education

    Skills you'll gain: Higher Education, Diversity Equity and Inclusion Initiatives, Leadership, Workplace inclusivity, Cultural Diversity, Social Justice, Accountability, Advocacy, Student Engagement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    297 reviews

    Intermediate · Course · 1 - 3 Months

Searches related to supervised learning

supervised learning regression classification clustering
supervised learning andrew ng
supervised machine learning
unsupervised learning
supervised machine learning: regression and classification
introduction to machine learning: supervised learning
supervised machine learning: regression
unsupervised machine learning
1…212213214…559

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

  • Visualizing Filters of a CNN using TensorFlow: Coursera
  • Expressway to Data Science: Python Programming: University of Colorado Boulder
  • Providing Social, Emotional, Behavioral, and Special Education Services in School: University of Colorado System
  • Design Thinking: University of Virginia
  • Nearest Neighbor Collaborative Filtering: University of Minnesota
  • Data Analysis Using Pyspark: Coursera
  • AI Security: Infosec
  • Dynamic Programming, Greedy Algorithms: University of Colorado Boulder
  • Introduction to 3D Modeling: University of Michigan
  • Network Automation Engineering Fundamentals: Cisco Learning and Certifications

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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