• 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


  • S

    Scrimba

    Vibe Coding Essentials - Build Apps with AI

    Skills you'll gain: Model Context Protocol, Claude Code, GitHub Copilot, Vibe coding, Anthropic Claude, AI Workflows, AI Integrations, Hypertext Markup Language (HTML), Web Applications, Generative AI Agents, Tool Calling, Web Design and Development, GitHub, Context Management, OpenAI API, Agentic Workflows, Prompt Engineering, Web Development, Generative AI, Software Engineering

    4.4 stars, 409 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (409) · Beginner · Specialization · 3 - 6 Months

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

    L&T EduTech

    Planning of Hydropower Projects

    Skills you'll gain: Construction, Construction Engineering, Hydrology, Construction Management, Hydraulics, Water Resource Management, Civil Engineering, Water Resources, Energy and Utilities, Environmental Engineering, Electrical Power, Structural Engineering, Sustainable Technologies, Structural Analysis

    3.8 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.8 (6) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Debugging Machine Learning Models with Python

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, PyTorch (Machine Learning Library), Responsible AI, Debugging, Model Deployment, Model Training, Model Optimization, Deep Learning, Test Tools, Testability, Machine Learning, Data Preprocessing, Verification And Validation, Feature Engineering, Python Programming, AI Security, Test Driven Development (TDD), AI Enablement

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • L

    L&T EduTech

    Formwork Systems

    Skills you'll gain: Construction, Construction Engineering, Structural Engineering, Blueprint Reading, Assembly Drawing, General Construction and Construction Labor, Safety Standards, Engineering Practices, Architecture and Construction, Design Specifications, Safety Assurance, Materials science

    4.7 stars, 14 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (14) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad de los Andes

    Introducción al mantenimiento de activos físicos

    Skills you'll gain: Asset Management, Fixed Asset, Facility Management and Maintenance, Facility Repair And Maintenance, Maintenance, Repair, and Facility Services, Maintainability, Key Performance Indicators (KPIs), Product Lifecycle Management, Performance Metric, Performance Measurement, Failure Analysis, Failure Mode And Effects Analysis, Reliability, Decision Making, Data-Driven Decision-Making, Cost Benefit Analysis, Scheduling

    4.9 stars, 143 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (143) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Planning with Climate Change in Mind

    Skills you'll gain: Climate Change Adaptation, Environmental Issue, Corporate Sustainability, Environmental Resource Management, Climate Change Mitigation, Social Impact, Mitigation, Sustainable Systems, Community Development, Community Outreach, Water Resource Management, Risk Analysis, Environmental Science, Vulnerability, Case Studies

    4.9 stars, 89 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (89) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    KodeKloud

    Master MariaDB: A Hands-On, Learn-by-Doing Database Course

    Skills you'll gain: MySQL, Database Administration, Relational Databases, Database Management, Database Development, Database Systems, Database Management Systems, SQL, Database Design, Docker (Software), Linux Administration, Containerization, Role-Based Access Control (RBAC), Application Deployment, Identity and Access Management, Data Integrity, Data Storage

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Introduction to Semiconductor Process 2

    Skills you'll gain: Semiconductors, Electronics Engineering, Electronics, Process Engineering, Manufacturing Processes, Production Process, Electronic Components, Chemical Engineering, Materials science, Chemistry, Data Storage Technologies

    4.6 stars, 19 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (19) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California San Diego

    Bioinformatics

    Skills you'll gain: Bioinformatics, Molecular Biology, Dimensionality Reduction, Unsupervised Learning, Statistical Methods, Applied Machine Learning, Data Analysis Software, Machine Learning Algorithms, Molecular, Cellular, and Microbiology, Markov Model, Biotechnology, Life Sciences, Infectious Diseases, Microbiology, Epidemiology, Statistical Analysis, Precision Medicine, Algorithms, Computational Thinking, Python Programming

    4.3 stars, 1.3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.3 (1.3K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Air Conditioning Equipment Selection, Design and Sizing

    Skills you'll gain: HVAC, Building Services Engineering, Pump Stations, Equipment Design, Thermal Management, Mechanical Engineering, Hydraulics, Facility Repair And Maintenance, Mechanical Design, Control Systems, Energy and Utilities, System Configuration, Engineering Calculations, Materials science

    4.5 stars, 14 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • S

    Sciences Po

    Politics and Economics of International Energy

    Skills you'll gain: Oil and Gas, Petroleum Industry, Energy and Utilities, Climate Change Mitigation, International Relations, Environmental Issue, Electric Power Systems, Environment and Resource Management, Economic Development, Natural Resource Management, Environmental Policy, Economics, Political Sciences, Economics, Policy, and Social Studies, Social Studies, Sustainable Technologies, Market Dynamics, Sustainable Development

    4.7 stars, 1.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (1.9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    L&T EduTech

    Design of General Utility Systems

    Skills you'll gain: Energy and Utilities, Electric Power Systems, Process Engineering, Equipment Design, Plant Operations and Management, Electrical Systems, Environment and Resource Management, Water Quality, Materials science

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…118119120…528

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

  • Vibe Coding Essentials - Build Apps with AI: Scrimba
  • Planning of Hydropower Projects: L&T EduTech
  • Debugging Machine Learning Models with Python: Packt
  • Formwork Systems: L&T EduTech
  • Introducción al mantenimiento de activos físicos: Universidad de los Andes
  • Planning with Climate Change in Mind: University of Colorado Boulder
  • Master MariaDB: A Hands-On, Learn-by-Doing Database Course: KodeKloud
  • Introduction to Semiconductor Process 2: Korea Advanced Institute of Science and Technology(KAIST)
  • Bioinformatics: University of California San Diego
  • Air Conditioning Equipment Selection, Design and Sizing: L&T EduTech

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