• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • 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

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      Spatial Analysis and Satellite Imagery in a GIS

      Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Analysis, Spatial Data Analysis, Geospatial Information and Technology, Geospatial Mapping, Query Languages, Data Manipulation, Image Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      622 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Colorado Boulder

      Designing Effective Science Communication

      Skills you'll gain: Oral Expression, Human Learning, Education Software and Technology, Technical Communication, Education and Training, Writing, Community Outreach, Learning Theory, Pedagogy, Research, Technical Writing, Scientific Methods, Media and Communications, Science and Research, Persuasive Communication, Program Evaluation, Interviewing Skills, Photography, Infographics, Storytelling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      128 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Alberta

      Introduction to the Arctic: Climate

      Skills you'll gain: Climate Change Programs, Environment, Climate Change Adaptation, Hydrology, Environmental Monitoring, Physical Science, Water Resources, Environmental Science

      4.6
      Rating, 4.6 out of 5 stars
      ·
      500 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      É

      École Nationale des Ponts et Chaussées

      Mobilités et véhicules électriques

      Skills you'll gain: Transportation Operations, Electric Power Systems, Sustainable Development, Sustainable Technologies, Environmental Engineering, Economics, Market Analysis, Environmental Science, Technology Roadmaps, Public Policies, Product Lifecycle Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      110 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Pontificia Universidad Católica de Chile

      Cómo entrenar a tus electrones 2: Diodos y Transistores

      Skills you'll gain: Semiconductors, Electronic Components, Electronics, Electronics Engineering, Power Electronics, Electronic Systems, Basic Electrical Systems, Engineering Analysis, Computational Logic, Mathematical Modeling, Physics

      4.9
      Rating, 4.9 out of 5 stars
      ·
      60 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Electrical Power Generation - An Industrial Outlook

      Skills you'll gain: Electrical Power, Electric Power Systems, Electrical Systems, Control Systems, Electrical Substation, Energy and Utilities, Plant Operations and Management, Electrical Equipment, Three-Phase, Automation Engineering, Basic Electrical Systems

      4.5
      Rating, 4.5 out of 5 stars
      ·
      116 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      N

      National Taiwan University

      基礎光學一 (Introduction to Optics (1))

      Skills you'll gain: Medical Imaging, Display Devices, Physics, Engineering, Scientific, and Technical Instruments, Physical Science, Experimentation, Applied Mathematics, Scientific Methods, Scientific Visualization

      4.6
      Rating, 4.6 out of 5 stars
      ·
      71 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Phase Diagrams

      Skills you'll gain: Mechanical Engineering, Materials science, Structural Analysis, Thermal Management, Process Control

      4.6
      Rating, 4.6 out of 5 stars
      ·
      29 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Applied Kalman Filtering

      Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Advanced Mathematics, Simulations, Time Series Analysis and Forecasting, Global Positioning Systems, Simulation and Simulation Software, Probability & Statistics, System Implementation, Systems Of Measurement, Applied Mathematics, Statistical Methods, Differential Equations, Predictive Analytics, Control Systems

      4.9
      Rating, 4.9 out of 5 stars
      ·
      23 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      U

      University of Illinois Urbana-Champaign

      Planet Earth...and You!

      Skills you'll gain: Energy and Utilities, Geospatial Information and Technology, Environmental Science, Geographic Information Systems, Oil and Gas, Natural Resource Management, Sustainable Systems, Physical Science, Environment, Vibrations, Hazard Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      526 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      N

      Nanyang Technological University, Singapore

      Beauty, Form & Function: An Exploration of Symmetry

      Skills you'll gain: Aesthetics, Geometry, Design Elements And Principles, Materials science, Chemistry, Art History, Architectural Design, Physical Science, Applied Mathematics

      3.7
      Rating, 3.7 out of 5 stars
      ·
      7 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      A

      American Museum of Natural History

      Our Earth's Future

      Skills you'll gain: Climate Change Programs, Climate Change Mitigation, Social Sciences, Environmental Issue, Climate Change Adaptation, Socioeconomics, Economics, Policy, and Social Studies, Environment, Scientific Methods, Environmental Science, Physical Science, Mathematical Modeling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      814 reviews

      Mixed · 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…606162…339

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

    • Spatial Analysis and Satellite Imagery in a GIS: University of Toronto
    • Designing Effective Science Communication: University of Colorado Boulder
    • Introduction to the Arctic: Climate: University of Alberta
    • Mobilités et véhicules électriques : École Nationale des Ponts et Chaussées
    • Cómo entrenar a tus electrones 2: Diodos y Transistores: Pontificia Universidad Católica de Chile
    • Electrical Power Generation - An Industrial Outlook: L&T EduTech
    • 基礎光學一 (Introduction to Optics (1)): National Taiwan University
    • Phase Diagrams: Arizona State University
    • Applied Kalman Filtering: University of Colorado System
    • Planet Earth...and You!: University of Illinois Urbana-Champaign

    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
    • 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
    • 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