• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Feature Engineering

Feature Engineering Courses

Feature engineering courses can help you learn techniques for transforming raw data into meaningful features, selecting relevant variables, and creating new features to improve model performance. You can build skills in data preprocessing, handling missing values, and using domain knowledge to enhance feature sets.

Popular Feature Engineering Courses and Certifications


  • M

    Microsoft

    Observability & Metrics

    Skills you'll gain: Site Reliability Engineering, Continuous Delivery, Azure DevOps Pipelines, DevOps, Grafana, Application Performance Management, CI/CD, Continuous Deployment, Performance Testing, DevSecOps, Event Monitoring, Test Tools, Solution Architecture, Operational Excellence, Dashboard Creation, Dashboard, Test Case, Performance Metric, Root Cause Analysis, Problem Management

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Object-Oriented Data Structures in C++

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Development Environment, Engineering Software, Computer Programming, Software Engineering, Data Structures, Memory Management, Computer Programming Tools, Debugging, Program Development

    4.7 stars, 3K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (3K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    AI Product Management

    Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Model Evaluation, Data Ethics, Data Management, Experience Design, Unsupervised Learning, Model Training, User Experience Design, Data Quality, Model Deployment, Data Preprocessing, Human Centered Design, Machine Learning, Regression Analysis, Project Management, Product Management, Product Design, Data Science

    4.7 stars, 1.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (1.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of Alberta

    Software Processes and Agile Practices

    Skills you'll gain: Agile Methodology, Kanban Principles, Agile Software Development, Software Development Methodologies, Software Development, Software Development Life Cycle, Agile Product Development, Scrum (Software Development), Software Engineering, Process Driven Development, Agile Project Management, Process Modeling

    4.7 stars, 5.3K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (5.3K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    National Taiwan University

    工程資訊管理 BIM 應用

    Skills you'll gain: Building Information Modeling, Autodesk Revit, Engineering Management, Construction Estimating, Engineering Practices, Data Engineering, Autodesk, Application Lifecycle Management, Construction Management, Estimation, Design Software, Product Lifecycle Management, Construction Engineering, Cost Estimation, Computer-Aided Design, Simulation and Simulation Software, Software Visualization, Simulations

    4.7 stars, 30 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (30) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    AI App Development: Streamlit, OpenAI API & RAG Projects

    Skills you'll gain: Tool Calling, OpenAI, AI Workflows, LLM Application, AI Integrations, Agentic Workflows, Retrieval-Augmented Generation, AI Orchestration, Generative AI Agents, Multimodal Prompts, Interactive Data Visualization, Prompt Engineering, Application Deployment, Cloud Deployment, Large Language Modeling, Image Analysis, Embeddings, Python Programming, JSON

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Glasgow

    6G for a Connected Future

    Skills you'll gain: Federated Learning, Wireless Networks, Emerging Technologies, Digital Communications, Communication Systems, Blockchain, Internet Of Things, Network Security, Telecommunications, Network Performance Management, Network Planning And Design, Zero Trust Network Access, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Electrical Engineering, Network Analysis, Information Technology, Electronics Engineering, Machine Learning, Trustworthiness

    4.6 stars, 15 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (15) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Universidad de los Andes

    Análisis estático lineal y no lineal de estructuras

    Skills you'll gain: Structural Analysis, Structural Engineering, Engineering Analysis, Finite Element Methods, Civil Engineering, Mathematical Modeling, Numerical Analysis, Python Programming, Building Codes, Program Development, Linear Algebra, Materials science, Mechanics

    Advanced · Course · 1 - 3 Months

  • I

    IBM

    Generative AI: Elevate your Software Development Career

    Skills you'll gain: Data Ethics, Generative AI Agents, Generative AI, Software Design Documents, Software Design, AI Integrations, Software Architecture, Agentic Workflows, Continuous Integration, Software Development, Prompt Patterns, LLM Application, Application Security, Software Engineering, Code Review, Debugging, DevSecOps

    4.5 stars, 267 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (267) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Adobe

    AI Concept Art and Design with Adobe Firefly

    Skills you'll gain: AI powered creativity, Storytelling, Prompt Engineering, Ideation, Conceptual Design, Style Guides, Cinematography, Prompt Patterns, Creative Thinking, Creative Design, Visual Design, Creativity, Graphic and Visual Design, Systems Design, Design, Design Thinking, Persona Development, Design Elements And Principles, Multimodal Prompts, Generative AI

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Intro to the Arctic

    Skills you'll gain: Environmental Issue, Environment, Environmental Monitoring, Physical Science, Hydrology, Environmental Science, Social Studies, World History, Scientific Methods

    4.8 stars, 39 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • A

    Arizona State University

    What is the Human Factor in Design?

    Skills you'll gain: Human Factors, Accident Prevention, Mitigation, Systems Thinking, Human Centered Design, Design

    4.8 stars, 23 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (23) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…138139140…530

In summary, here are 10 of our most popular feature engineering courses

  • Observability & Metrics: Microsoft
  • Object-Oriented Data Structures in C++: University of Illinois Urbana-Champaign
  • AI Product Management: Duke University
  • Software Processes and Agile Practices: University of Alberta
  • 工程資訊管理 BIM 應用: National Taiwan University
  • AI App Development: Streamlit, OpenAI API & RAG Projects: Board Infinity
  • 6G for a Connected Future: University of Glasgow
  • Análisis estático lineal y no lineal de estructuras: Universidad de los Andes
  • Generative AI: Elevate your Software Development Career: IBM
  • AI Concept Art and Design with Adobe Firefly: Adobe

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok