• 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


  • É

    École Polytechnique Fédérale de Lausanne

    Big Data Analysis with Scala and Spark (Scala 2 version)

    Skills you'll gain: Apache Spark, Scala Programming, Big Data, Data Manipulation, Distributed Computing, Data Processing, Performance Tuning, SQL, Data Persistence, Data Analysis, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud Digital Leader Training 日本語版

    Skills you'll gain: Serverless Computing, Cloud Security, Containerization, Data Governance, Cloud Management, Google Cloud Platform, Encryption, Cloud Infrastructure, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Real Time Data, Data Security, Looker (Software), Data Strategy, Dataflow, Data Storage, DevOps, Data Management, Responsible AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    33 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Building AI-Powered Application with .NET

    Skills you'll gain: .NET Framework, Machine Learning Algorithms, Model Deployment, Machine Learning, AI Enablement, Artificial Intelligence, Microsoft Copilot, Generative AI, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), OpenAI, Microsoft Azure, MLOps (Machine Learning Operations), C# (Programming Language), Microsoft Visual Studio, Development Environment, Microsoft Development Tools, Responsible AI, Model Evaluation, Computer Vision

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Lambda Expressions with Java

    Skills you'll gain: Eclipse (Software), Java, Java Programming, Functional Design

    4.2
    Rating, 4.2 out of 5 stars
    ·
    20 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • O

    O.P. Jindal Global University

    Big Data Analytics

    Skills you'll gain: Big Data, Apache Spark, PySpark, Apache Hadoop, Apache Hive, Databases, NoSQL, Data Mining, Data Warehousing, Real Time Data, Cloud Computing, Data Processing, Query Languages, Distributed Computing, Applied Machine Learning, Scripting Languages

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • J

    JetBrains

    AI-Assisted Programming

    Skills you'll gain: Application Development, Generative AI Agents, Large Language Modeling, Software Development Tools, AI Enablement, IntelliJ IDEA, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Integrated Development Environments, Agentic systems, Software Development, Software Development Life Cycle

    2.5
    Rating, 2.5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Emory University

    "Making" Progress Teach-Out

    Skills you'll gain: Public History, Community Development, Case Studies, Discussion Facilitation, Cultural Diversity, Socioeconomics, Surveys, Research

    4.3
    Rating, 4.3 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    PowerShell for Automating Administration

    Skills you'll gain: Windows PowerShell, Scripting, Automation, Windows Servers, Data Validation, Server Administration, Administration, Software Installation, Cloud Deployment, Service Management, Remote Access Systems, Extensible Markup Language (XML), Debugging

    2.8
    Rating, 2.8 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Host a Quiz Review with Blooket

    Skills you'll gain: Education Software and Technology, Test Tools

    4.6
    Rating, 4.6 out of 5 stars
    ·
    22 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • B

    Banco Interamericano de Desarrollo

    Educación sobre cambio climático: agua y suelos

    Skills you'll gain: Water Resources, Hydrology, Climate Change Adaptation, Interactive Learning, Environment, Sustainable Development, Environmental Science, Student Engagement, Land Management, Instructional Strategies, Nutrition and Diet, Climate Change Mitigation, Cultural Diversity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • Y

    Yad Vashem

    The Holocaust through the Perspective of Primary Sources

    Skills you'll gain: Research, European History, World History, Photography, Investigation, Qualitative Research, Research Methodologies, Journals

    4.7
    Rating, 4.7 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of California San Diego

    Learn to Teach Java: Boolean Expressions, If Statements, and Iteration

    Skills you'll gain: Debugging, Java, Teaching, Program Development, Computer Programming, Programming Principles, Object Oriented Programming (OOP), Integrated Development Environments, Computational Logic, Pseudocode, Algorithms, Test Case

    2.8
    Rating, 2.8 out of 5 stars
    ·
    6 reviews

    Beginner · 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…392393394…597

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

  • Big Data Analysis with Scala and Spark (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • Google Cloud Digital Leader Training 日本語版: Google Cloud
  • Building AI-Powered Application with .NET: Packt
  • Lambda Expressions with Java: Coursera
  • Big Data Analytics: O.P. Jindal Global University
  • AI-Assisted Programming: JetBrains
  • "Making" Progress Teach-Out: Emory University
  • PowerShell for Automating Administration: Packt
  • Host a Quiz Review with Blooket: Coursera
  • Educación sobre cambio climático: agua y suelos: Banco Interamericano de Desarrollo

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
  • Free IT Certifications and Courses
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications

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