• 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: Preview
      Preview
      I

      Institut Mines-Télécom

      Ressources minérales et transition

      Skills you'll gain: Sustainable Development, Environment and Resource Management, Natural Resource Management, Environmental Issue, Sustainable Technologies, Corporate Sustainability, Energy and Utilities, Political Sciences, Governance, Supply Chain, International Relations, Product Lifecycle Management, Emerging Technologies

      4.2
      Rating, 4.2 out of 5 stars
      ·
      10 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      P

      Politecnico di Milano

      Introduzione alla fisica sperimentale: elettromagnetismo, ottica, fisica moderna

      Skills you'll gain: Physics, Laboratory Experience, Electrical Systems, Experimentation, Electrical Engineering, Basic Electrical Systems, Scientific Methods, Science and Research, Physical Science, Mechanics, Electronics Engineering, Engineering Calculations, Mathematical Modeling, Applied Mathematics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      36 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Geneva

      Water Cooperation and Diplomacy

      Skills you'll gain: Water Resources, Diplomacy, Water Resource Management, International Relations, Mediation, Conflict Management, Negotiation, Governance, Environmental Laws, Data Collection

      4.9
      Rating, 4.9 out of 5 stars
      ·
      43 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Construction of Metro Rail Systems

      Skills you'll gain: Construction Engineering, Construction Inspection, Construction, Civil Engineering, Structural Engineering, Construction Management, Laboratory Testing, Engineering Analysis, Structural Analysis, Planning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      É

      École Polytechnique Fédérale de Lausanne

      Enseignes et afficheurs à LED

      Skills you'll gain: Field-Programmable Gate Array (FPGA), Computer Displays, Display Devices, Electronics, Electronic Systems, Electronics Engineering, Hardware Design, Semiconductors, Electronic Hardware, Electronic Components, Computational Logic, Embedded Systems, Power Electronics, Embedded Software, Programmable Logic Controllers, Basic Electrical Systems, Remote Access Systems, Real-Time Operating Systems, Control Systems, C (Programming Language)

      4.2
      Rating, 4.2 out of 5 stars
      ·
      15 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      É

      École Polytechnique Fédérale de Lausanne

      Systèmes d’Information Géographique - Partie 2

      Skills you'll gain: Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Augmented Reality, Data Visualization Software, Data Mapping, Color Theory, Database Management

      4.3
      Rating, 4.3 out of 5 stars
      ·
      43 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Foundation Systems, Monitoring and Erection Methods

      Skills you'll gain: Construction Engineering, Structural Engineering, Construction, Civil Engineering, Engineering Practices, Structural Analysis, Engineering Design Process, Architecture and Construction, Engineering, Engineering Calculations, Maintenance, Repair, and Facility Services, Property Maintenance, Continuous Monitoring, Failure Analysis, Environmental Monitoring

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      B

      Banco Interamericano de Desarrollo

      Qualitative and Quantitative Analysis of Disaster Risk

      Skills you'll gain: Failure Analysis, Risk Analysis, Risk Modeling, Risk Management, Project Risk Management, Analysis, Climate Change Adaptation, Data Analysis Software, Simulation and Simulation Software, Qualitative Research, Resilience

      4.6
      Rating, 4.6 out of 5 stars
      ·
      40 reviews

      Advanced · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Building an Ecosystem model with Insight Maker

      Skills you'll gain: Simulation and Simulation Software, Systems Thinking, Visualization (Computer Graphics), Data Modeling, Mathematical Modeling, Biology, Systems Analysis, Environment, Storytelling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      162 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      N

      Northwestern University

      현대 로봇공학, 강좌 1: 로봇 동작의 기초

      Skills you'll gain: Mathematical Modeling, Engineering, Mechanics, Automation, 3D Modeling, Engineering Analysis, Virtual Environment, Simulation and Simulation Software, Matlab, Control Systems, Applied Mathematics, Linear Algebra, Computer Programming Tools

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Heavy Manufacturing Process and System

      Skills you'll gain: Manufacturing Processes, Hydraulics, Control Systems, Manufacturing Operations, Production Process, Mechanical Engineering, Equipment Design, Facility Repair And Maintenance, Thermal Management, Failure Analysis, Robotic Process Automation, Materials science, Automation, Computer Programming, Quality Assurance

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Dartmouth College

      Energy and Environment

      Skills you'll gain: Energy and Utilities, Environmental Science, Environment, Oil and Gas, Electric Power Systems, Sustainable Development, Sustainable Technologies, Climate Change Mitigation, Construction, Physics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      89 reviews

      Beginner · Course · 1 - 4 Weeks

    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…919293…339

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

    • Ressources minérales et transition: Institut Mines-Télécom
    • Introduzione alla fisica sperimentale: elettromagnetismo, ottica, fisica moderna: Politecnico di Milano
    • Water Cooperation and Diplomacy: University of Geneva
    • Construction of Metro Rail Systems : L&T EduTech
    • Enseignes et afficheurs à LED: École Polytechnique Fédérale de Lausanne
    • Systèmes d’Information Géographique - Partie 2: École Polytechnique Fédérale de Lausanne
    • Foundation Systems, Monitoring and Erection Methods: L&T EduTech
    • Qualitative and Quantitative Analysis of Disaster Risk: Banco Interamericano de Desarrollo
    • Building an Ecosystem model with Insight Maker: Coursera Project Network
    • 현대 로봇공학, 강좌 1: 로봇 동작의 기초: Northwestern University

    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