• 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


  • D

    Duke University

    Open Design

    Skills you'll gain: Design Thinking, Design, Human Centered Design, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Diversity Awareness, Social Impact, Team Collaboration

    4.7 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (15) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Análisis de texto en archivos con Azure cognitive search

    Skills you'll gain: Text Mining, Data Processing, Microsoft Azure, Cloud Storage, Database Development, Data Storage, Data Storage Technologies, Unstructured Data, Application Development

    4.8 stars, 23 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (23) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Science and Technology of China

    信息社会的机遇和挑战

    Skills you'll gain: Social Sciences, Learning Strategies, World History, Personal Development, Sociology, Self-Awareness, Social Impact, Trend Analysis, Emerging Technologies, Automation, Digital Transformation, Information Technology, Data Storage

    4.5 stars, 60 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (60) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Repo Accounting: Analyze & Apply Key Principles

    Skills you'll gain: Financial Reporting, Accrual Accounting, Accounting, Generally Accepted Accounting Principles (GAAP), Investments, Standard Accounting Practices, General Accounting, Balance Sheet, Case Studies, Financial Accounting, Financial Regulations, Financial Statements, Securities (Finance), Financial Regulation, Compliance Reporting

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Configure Routing in Azure IoT Hub

    Skills you'll gain: Microsoft Azure, Internet Of Things, Cloud Services, Network Routing, Data Store, Data Storage, Cloud Solutions, Data Storage Technologies

    4.5 stars, 20 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (20) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Build an iOS Stock Trading App with Swift & Charts

    Skills you'll gain: iOS Development, Data Visualization, Plot (Graphics), Data Visualization Software, Data Presentation, Application Development, Dataflow, Data Processing, UI Components

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fred Hutchinson Cancer Center

    Determining AI Needs

    Skills you'll gain: Model Evaluation, Model Training, AI Personalization, AI literacy, AI Integrations, AI Product Strategy, AI Security, Artificial Intelligence, Goal Setting, Decision Making, Usability Testing, Needs Assessment, Project Planning, Resource Planning, Resource Management

    4.1 stars, 31 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.1 (31) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Sentiment Analysis with RNNs in Keras

    Skills you'll gain: Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Model Evaluation, Model Training, Natural Language Processing, Text Mining, Data Preprocessing, Deep Learning, Data Analysis

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    AI CERTs

    AI for Health & Nursing

    Skills you'll gain: Responsible AI, Health Technology, Data Ethics, Clinical Nursing, Nurse Education, Nursing Process, Clinical Documentation, Nursing, Nursing Practices, Artificial Intelligence, Healthcare Ethics, Basic Patient Care, Artificial Intelligence and Machine Learning (AI/ML), Health Care, Healthcare Industry Knowledge, Generative AI Agents, Generative AI, Business, Physiology, Business Acumen

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    의사 결정을 위한 비즈니스 분석

    Skills you'll gain: Business Analytics, Risk Analysis, Data-Driven Decision-Making, Business Analysis, Analytics, Analysis, Strategic Decision-Making, Data Analysis, Marketing Analytics, Decision Making, Business Modeling, Trend Analysis, Process Optimization, Risk Modeling, Simulation and Simulation Software, Market Analysis, Microsoft Excel, Unsupervised Learning, Model Optimization, Spreadsheet Software

    4.8 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (14) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Build and Implement a Real-Time Chat App with NodeJS

    Skills you'll gain: Full-Stack Web Development, JavaScript Frameworks, Software Development, Application Development, HTML and CSS, User Interface (UI) Design

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Estruturas de dados Python

    Skills you'll gain: File I/O, Data Structures, Data Processing, Data Analysis Software, Data Manipulation, Python Programming, Development Environment, Software Installation

    4.9 stars, 11 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (11) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
1…616617618…834

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

  • Open Design: Duke University
  • Análisis de texto en archivos con Azure cognitive search: Coursera
  • 信息社会的机遇和挑战: University of Science and Technology of China
  • Master Repo Accounting: Analyze & Apply Key Principles: EDUCBA
  • Configure Routing in Azure IoT Hub: Coursera
  • Build an iOS Stock Trading App with Swift & Charts: EDUCBA
  • Determining AI Needs: Fred Hutchinson Cancer Center
  • Sentiment Analysis with RNNs in Keras: EDUCBA
  • AI for Health & Nursing: AI CERTs
  • 의사 결정을 위한 비즈니스 분석: University of Colorado Boulder

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