• 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

    Grasp Vector DB Basics

    Skills you'll gain: Vector Databases, Embeddings, Semantic Web, Database Theory, Database Design, Databases, NoSQL, Decision Intelligence, Relational Databases, Stakeholder Communications, Business Analysis, Stakeholder Management, Technical Communication, Persuasive Communication, Communication, System Design and Implementation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    How to Visualize Data with R

    Skills you'll gain: Data Visualization, Statistical Visualization, Ggplot2, Plot (Graphics), R (Software), R Programming, Scatter Plots, Data Collection, Graphing, Data Analysis, Data Manipulation, Data Access, Data Import/Export, Regression Analysis, Data Structures, Development Environment, Software Installation

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI for Cybersecurity Professionals

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Prompt Engineering, Data Ethics, Generative Model Architectures, AI Integrations, Cyber Threat Intelligence, Risking, Cyber Security Strategy, Cybersecurity, LLM Application, Large Language Modeling, Cyber Security Policies, Cyber Attacks, Cyber Risk, Artificial Intelligence and Machine Learning (AI/ML), Security Awareness, Machine Learning, Automation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    AI Engineering and Deployment

    Skills you'll gain: Model Deployment, Tensorflow, Generative AI Agents, Recurrent Neural Networks (RNNs), BeeAI, Transfer Learning, Deep Learning, Convolutional Neural Networks, AI Orchestration, Artificial Neural Networks, Responsible AI, Agentic Workflows, Agentic systems, Data Ethics, Model Training, Scalability, Model Optimization, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pearson

    Ansible From Basics to Guru

    Skills you'll gain: Ansible, Kubernetes, Virtual Machines, Devops Tools, Containerization, IT Automation, Virtualization and Virtual Machines, Automation, Red Hat Enterprise Linux, Amazon Web Services, File Management, Microsoft Azure, DevOps, Linux Servers, Infrastructure as Code (IaC), YAML, Windows Servers, Microsoft Windows, Network Administration, Web Servers

    Intermediate · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Università di Napoli Federico II

    Robotics & Robots

    Skills you'll gain: Robotics, Data Ethics, Reliability, Control Systems, Engineering, Software Systems, Data Mapping, Human Centered Design, Mechanical Engineering, Applied Mathematics, Algorithms, Mathematical Modeling, Model Optimization, Graph Theory, Engineering Calculations, Geospatial Information and Technology, Physics

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Portfolio and Industry Readiness for Agentic AI Architects

    Skills you'll gain: Agentic Workflows, Technical Communication, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Professional Development, Generative AI Agents, MLOps (Machine Learning Operations), Technical Documentation, Coaching, Technical Writing, Portfolio Management, Project Documentation, Problem Solving, Communication Strategies, GitHub

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • W

    Whizlabs

    AWS: Feature Engineering Data Transformation & Integrity

    Skills you'll gain: Feature Engineering, Data Preprocessing, Data Cleansing, Apache Spark, Extract, Transform, Load, Data Processing, Data Pipelines, Data Transformation, Amazon Web Services, Data Wrangling, Responsible AI, Data Quality, Data Integrity, Data Validation, Model Training, Personally Identifiable Information

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    The Complete Business Analysis Fundamentals Course

    Skills you'll gain: Business Analysis Tools, Business Analysis, Agile Methodology, Stakeholder Analysis, Agile Project Management, Agile Software Development, Requirements Elicitation, Business Planning, Requirements Analysis, Business Requirements, Stakeholder Management, Business Strategies, Collaborative Software, Project Coordination, Requirements Management, Organizational Strategy, Project Management Software, Microsoft Teams, Microsoft 365, ChatGPT

    Beginner · Course · 1 - 3 Months

  • A

    Automatic Data Processing, Inc. (ADP)

    Playing to Your Strengths by StandOut®

    Skills you'll gain: Growth Mindedness, Communication, Personal Development, Self-Awareness, People Development, Collaboration, Emotional Intelligence, Productivity, Teamwork, Adaptability, Problem Solving

    4.7 stars, 7 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • C

    Coursera

    Manager of Managers: Performance Management and Metrics

    Skills you'll gain: Team Performance Management, Performance Management, Key Performance Indicators (KPIs), Performance Measurement, Employee Performance Management, Performance Metric, Performance Improvement, Human Resource Strategy, Performance Analysis, Performance Appraisal, Accountability Frameworks, Performance Review, People Analytics, Constructive Feedback, Organizational Strategy, Accountability, Employee Engagement, Data-Driven Decision-Making, Analytics, Continuous Improvement Process

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Madecraft

    Artificial Intelligence for Marketing

    Skills you'll gain: AI Personalization, MarTech, Applied Machine Learning, Machine Learning Methods, AI Enablement, Data-Driven Marketing, Marketing, Generative AI, Machine Learning, Natural Language Processing, Data Strategy, Data Quality, Data Literacy, Personalized Campaigns, Text Mining, Culture Transformation, Artificial Intelligence, Prompt Engineering, AI Workflows, Computer Vision

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…653654655…834

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

  • Grasp Vector DB Basics: Coursera
  • How to Visualize Data with R: Packt
  • Generative AI for Cybersecurity Professionals: Edureka
  • AI Engineering and Deployment: Packt
  • Ansible From Basics to Guru: Pearson
  • Robotics & Robots: Università di Napoli Federico II
  • Portfolio and Industry Readiness for Agentic AI Architects: Coursera
  • AWS: Feature Engineering Data Transformation & Integrity: Whizlabs
  • The Complete Business Analysis Fundamentals Course: 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