• 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


  • U

    UNSW Sydney (The University of New South Wales)

    Remote Sensing Image Acquisition, Analysis and Applications

    Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Applied Machine Learning, Image Quality, Machine Learning Methods, Environmental Monitoring, Spatial Analysis, Spatial Data Analysis, Computer Vision, Statistical Methods, Convolutional Neural Networks, Dimensionality Reduction, Statistical Analysis, Feature Engineering, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning, Engineering, Scientific, and Technical Instruments, Supervised Learning

    4.7 stars, 186 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.7 (186) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • P

    Pontificia Universidad Católica de Chile

    Hacia una práctica constructivista en el aula

    Skills you'll gain: Curriculum Development, Course Development, Curriculum Planning, Education and Training, Teaching, Instructional and Curriculum Design, Pedagogy, Instructional Design, Human Learning, Lesson Planning, Interactive Learning, Digital pedagogy, Student-Centred Learning, Instructional Strategies, Learning Theory, Peer Review, Student Engagement, Culture, Social Sciences, Diversity Awareness

    4.9 stars, 1.7K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (1.7K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Accounting Data Analytics

    Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Data Visualization, Model Optimization, Scikit Learn (Machine Learning Library), Matplotlib, Data Literacy, Tableau Software, Plot (Graphics), Data Presentation, Interactive Data Visualization, Data Visualization Software, Unsupervised Learning, Exploratory Data Analysis, Pandas (Python Package), Seaborn, Data Preprocessing, Model Training, Machine Learning, Python Programming

    4.7 stars, 589 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (589) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Pennsylvania

    Introduction to Programming with Python and Java

    Skills you'll gain: File I/O, Matplotlib, Object Oriented Design, Java, Object Oriented Programming (OOP), Data Analysis, Unit Testing, Pandas (Python Package), Java Programming, Plot (Graphics), Eclipse (Software), Application Development, Data Visualization, Data Structures, Data Science, Data Cleansing, Programming Principles, Computer Programming Tools, Python Programming, Computer Programming

    4.5 stars, 1.9K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (1.9K) · Beginner · Specialization · 3 - 6 Months

    Category: Bestseller
    Bestseller
    Status: Free trial
    Free trial
  • Y

    Yale University

    Overcoming Dyslexia

    Skills you'll gain: Disabilities, Language Disorders, Communication Disorders, School Psychology, Differentiated Instruction, School Counseling, Special Education, Developmental Disabilities, Literacy, Individualized Education Programs (IEP), Diagnostic Tests, Working With Children, Psychological Evaluations, Overcoming Obstacles, Student Support and Services, Education Software and Technology, Resilience, Empowerment, Learning Strategies, Academic Advising

    4.8 stars, 1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (1K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    AutoCAD Foundation & Core Drafting Mastery

    Skills you'll gain: AutoCAD, Architectural Drawing, Autodesk, 3D Modeling, Technical Drawing, Engineering Drawings, Visualization (Computer Graphics), Computer-Aided Design, 3D Assets, Drafting and Engineering Design, Architectural Design, Building Design, AutoCAD Civil 3D, Software Visualization, Design Software, User Interface (UI)

    4.9 stars, 60 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (60) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Teach English Now! Lesson Design and Assessment

    Skills you'll gain: Classroom Management, Lesson Planning, Instructional and Curriculum Design, Instructional Design, Pedagogy, Teaching, Instructional Strategies, Curriculum Development, Curriculum Planning, Goal Setting, Student-Centred Learning, Student Engagement

    4.9 stars, 5.1K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (5.1K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Mastering Data Analysis in Excel

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Microsoft Excel, Excel Formulas, Classification Algorithms, Data-Driven Decision-Making, Business Analytics, Financial Forecasting, Data Analysis, Model Evaluation, Business Risk Management, Data Literacy

    4.2 stars, 4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (4K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Skillshare

    Find Your Style: Unlock Your Creative Identity

    Skills you'll gain: Style Guides, Creativity, Creative Thinking, Self-Awareness, Personal Attributes, Personal Development, Aesthetics, Curiosity, Lifelong Learning, Growth Mindedness, Open Mindset, Dealing With Ambiguity

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    Python Natural Language Processing Cookbook

    Skills you'll gain: Prompt Patterns, Large Language Modeling, Natural Language Processing, Generative AI, LLM Application, Prompt Engineering, Text Mining, Retrieval-Augmented Generation, Unstructured Data, Embeddings, Hugging Face, Unsupervised Learning, Applied Machine Learning, OpenAI API, Machine Learning Methods, Python Programming, Statistical Machine Learning, Analysis, Data Visualization, Network Model

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Colorado Boulder

    Business Writing

    Skills you'll gain: Business Writing, Business Correspondence, Business Communication, Writing, Organizational Skills, Writing and Editing, Grammar, Communication, Editing, Organizational Strategy, Organizational Structure, Communication Strategies, Presentations, Branding, Graphic Design

    4.8 stars, 5.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (5.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Building AI Agents and Agentic Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, LangGraph, Agentic Workflows, LangChain, LLM Application, Tool Calling, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Patterns, Retrieval-Augmented Generation, Prompt Engineering, AI Integrations, Application Development, Data Visualization, Responsible AI, Large Language Modeling, Risking

    4.6 stars, 310 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (310) · Intermediate · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
1…133134135…834

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

  • Remote Sensing Image Acquisition, Analysis and Applications: UNSW Sydney (The University of New South Wales)
  • Hacia una práctica constructivista en el aula: Pontificia Universidad Católica de Chile
  • Accounting Data Analytics: University of Illinois Urbana-Champaign
  • Introduction to Programming with Python and Java: University of Pennsylvania
  • Overcoming Dyslexia: Yale University
  • AutoCAD Foundation & Core Drafting Mastery: EDUCBA
  • Teach English Now! Lesson Design and Assessment: Arizona State University
  • Mastering Data Analysis in Excel: Duke University
  • Find Your Style: Unlock Your Creative Identity: Skillshare
  • Python Natural Language Processing Cookbook: 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