• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Feature Engineering

    Feature Engineering Courses Online

    Explore feature engineering for improving machine learning models. Learn to create, select, and transform features for model accuracy.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Earn a university-issued career credential in a flexible, interactive format.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Feature Engineering Course Catalog

    • K

      Korea Advanced Institute of Science and Technology(KAIST)

      Intro to Acoustics (Part 1)

      Skills you'll gain: Vibrations, Mechanics, Systems Of Measurement, Engineering Analysis, Differential Equations, Engineering Calculations, Physics, Calculus, Applied Mathematics, Mathematical Modeling

      4.5
      Rating, 4.5 out of 5 stars
      ·
      142 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      User Experience Design and Testing Part 1

      Skills you'll gain: UI/UX Strategy, Usability, Design Strategies, Storyboarding

      Build toward a degree

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      K

      Korea Advanced Institute of Science and Technology(KAIST)

      Introduction to Semiconductor Devices 1

      Skills you'll gain: Semiconductors, Electronic Components, Electronics, Electrical Engineering, Materials science, Physics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      126 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      S

      Shanghai Jiao Tong University

      Fundamentals of Materials Science

      Skills you'll gain: Materials science, Mechanical Engineering, Engineering, Chemistry, Physics, Manufacturing Processes, Thermal Management, Chemical Engineering, Experimentation, Laboratory Research

      4.6
      Rating, 4.6 out of 5 stars
      ·
      194 reviews

      Intermediate · Course · 3 - 6 Months

    • Status: Preview
      Preview
      C

      Carnegie Mellon University

      Statistical Thermodynamics: Molecules to Machines

      Skills you'll gain: Mechanical Engineering, Chemical Engineering, Engineering, Materials science, Chemistry, Physics, Molecular, Cellular, and Microbiology, Mathematical Modeling, Physical Science, Biology

      3.9
      Rating, 3.9 out of 5 stars
      ·
      50 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Hydrocarbon Exploration and Production

      Skills you'll gain: Oil and Gas, Petroleum Industry, Environmental Engineering, Environmental Regulations, Energy and Utilities, Hydrology, Chemical Engineering, Engineering Analysis, Geostatistics, Water Resources, Production Process, Process Engineering, Hydraulics, Automation, Emerging Technologies, Analytical Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      56 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Renewable Energy Technology Fundamentals

      Skills you'll gain: Energy and Utilities, Electrical Power, Sustainable Technologies, Electric Power Systems, Basic Electrical Systems, Environmental Issue, Mechanical Engineering, Physics, Emerging Technologies, Cost Estimation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      737 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Computational Fluid Mechanics - Airflow Around a Spoiler

      Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Engineering, Prototyping, Computer-Aided Design, Cloud Computing

      4.5
      Rating, 4.5 out of 5 stars
      ·
      363 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      T

      Technical University of Denmark (DTU)

      Introduction to solar cells

      Skills you'll gain: Semiconductors, Sustainable Technologies, Materials science, Electrical Engineering, Electrical Power, Basic Electrical Systems, Electronic Components, Emerging Technologies, Physics, Mathematical Modeling, Energy and Utilities, Environmental Issue, Manufacturing Processes, Engineering Calculations

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.5K reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      C

      Coursera Instructor Network

      Electric Vehicle Systems and Technologies

      Skills you'll gain: Power Electronics, Thermal Management, Electrical Safety, Electrical Power, Electric Power Systems, Electronic Systems, Electrical Equipment, Electrical Systems, Embedded Software, Electronic Components, Energy and Utilities, HVAC, Basic Electrical Systems, Sustainable Technologies, Automation, Environmental Issue, Environment and Resource Management, Environmental Regulations, Environmental Engineering and Restoration, Geospatial Information and Technology

      4.3
      Rating, 4.3 out of 5 stars
      ·
      201 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of London

      Understanding Research Methods

      Skills you'll gain: Peer Review, Surveys, Timelines, Research, Writing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      8.6K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      Stanford University

      Understanding Einstein: The Special Theory of Relativity

      Skills you'll gain: Physics, Timelines, Verification And Validation, Scientific Methods, Research, Mechanics, Mathematical Modeling, Systems Of Measurement

      4.9
      Rating, 4.9 out of 5 stars
      ·
      3.1K reviews

      Beginner · Course · 1 - 3 Months

    Feature Engineering learners also search

    Data Engineering
    Computer Engineering
    Big Data
    Big Data Analytics
    Beginner Big Data
    Big Data Projects
    Computer Science
    Advanced Big Data
    1…414243…336

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

    • Intro to Acoustics (Part 1): Korea Advanced Institute of Science and Technology(KAIST)
    • User Experience Design and Testing Part 1: Northeastern University
    • Introduction to Semiconductor Devices 1: Korea Advanced Institute of Science and Technology(KAIST)
    • Fundamentals of Materials Science: Shanghai Jiao Tong University
    • Statistical Thermodynamics: Molecules to Machines: Carnegie Mellon University
    • Hydrocarbon Exploration and Production: L&T EduTech
    • Renewable Energy Technology Fundamentals: University of Colorado Boulder
    • Computational Fluid Mechanics - Airflow Around a Spoiler: Coursera Project Network
    • Introduction to solar cells: Technical University of Denmark (DTU)
    • Electric Vehicle Systems and Technologies: Coursera Instructor Network

    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

    • Artificial Intelligence (AI)
    • Cybersecurity
    • Data Analytics
    • Digital Marketing
    • English Speaking
    • Generative AI (GenAI)
    • Microsoft Excel
    • Microsoft Power BI
    • Project Management
    • Python

    Certificates & Programs

    • Google Cybersecurity Certificate
    • Google Data Analytics Certificate
    • Google IT Support Certificate
    • Google Project Management Certificate
    • Google UX Design Certificate
    • IBM Data Analyst Certificate
    • IBM Data Science Certificate
    • Machine Learning Certificate
    • Microsoft Power BI Data Analyst Certificate
    • UI / UX Design Certificate

    Industries & Careers

    • Business
    • Computer Science
    • Data Science
    • Education & Teaching
    • Engineering
    • Finance
    • Healthcare
    • Human Resources (HR)
    • Information Technology (IT)
    • Marketing

    Career Resources

    • Career Aptitude Test
    • Examples of Strengths and Weaknesses for Job Interviews
    • High-Income Skills to Learn
    • How Does Cryptocurrency Work?
    • How to Highlight Duplicates in Google Sheets
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Preparing for the PMP Certification
    • Signs You Will Get the Job After an Interview
    • What Is Artificial Intelligence?

    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
    • ECTS Credit Recommendations

    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
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok