• 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

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Human Factors & Usability Engineering: Designing for Humans

      Skills you'll gain: Usability, Usability Testing, Problem Solving, Human Factors, User Experience Design, Human Centered Design, Critical Thinking and Problem Solving, Creativity, Kinesiology, User Research, Decision Making, Human Computer Interaction, Human Learning, User Interface (UI), Data Collection, Human Factors Engineering, Human Machine Interfaces, Research Design, Accident Prevention, Mitigation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      36 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      User Experience Design and Testing Part 2

      Skills you'll gain: User Experience Design, User Interface and User Experience (UI/UX) Design, User Centered Design, Figma (Design Software), Design Thinking, Interaction Design, User Interface (UI) Design, Usability Testing, Prototyping, Design Software, Wireframing, Software Testing, Information Architecture, Quality Assurance

      Build toward a degree

      Mixed · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      Dassault Systèmes

      SOLIDWORKS 3D CAD for Education

      Skills you'll gain: Assembly Drawing, Computer-Aided Design, 3D Modeling, Mechanical Design, Mechanical Drawings, Engineering Design Process, Drafting and Engineering Design, Product Family Engineering, Design Software, Technical Design, Mechanical Engineering

      4.6
      Rating, 4.6 out of 5 stars
      ·
      86 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      Dassault Systèmes

      SOLIDWORKS xDesign for Education

      Skills you'll gain: SolidWorks (CAD), 3D Modeling, Assembly Drawing, Computer-Aided Design, Engineering Drawings, Technical Drawing, Visualization (Computer Graphics), Mechanical Design, Technical Design, Design Elements And Principles, Prototyping, Mechanical Engineering

      4.2
      Rating, 4.2 out of 5 stars
      ·
      15 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Statistical Learning for Engineering Part 2

      Skills you'll gain: PyTorch (Machine Learning Library), Applied Machine Learning, Unsupervised Learning, Reinforcement Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning Methods, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification And Regression Tree (CART), Decision Tree Learning, Generative AI, Random Forest Algorithm, Predictive Modeling, Feature Engineering

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Product Development for Technical Managers

      Skills you'll gain: New Product Development, Product Development, Product Strategy, Product Design, Design Thinking, Engineering Management, Product Management, Product Planning, Innovation, Agile Product Development, Market Research, Prototyping, Team Management, Product Roadmaps, Market Opportunities, Strategic Marketing, Conceptual Design, Technology Roadmaps, Product Lifecycle Management, Marketing

      Build toward a degree

      4.9
      Rating, 4.9 out of 5 stars
      ·
      34 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Requirements Engineering: Secure Software Specifications

      Skills you'll gain: Requirements Elicitation, Software Design Documents, Requirements Analysis, Security Requirements Analysis, Mockups, User Story, Interviewing Skills, User Requirements Documents, Storyboarding, Functional Requirement, Goal Setting, Software Development Methodologies, Software Documentation, Agile Methodology, Business Requirements, Unified Modeling Language, Risk Management Framework, System Requirements, Functional Specification, Meeting Facilitation

      4.5
      Rating, 4.5 out of 5 stars
      ·
      848 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Modeling, IC Processes and Emerging Microtechnology

      Skills you'll gain: Finite Element Methods, Semiconductors, Electronics Engineering, Electronic Systems, Computer Architecture, Manufacturing Processes, Process Engineering, Emerging Technologies, Simulation and Simulation Software, Mathematical Modeling, Electronic Components, Micrometer, Artificial Intelligence

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Rapid Prototyping and Tooling

      Skills you'll gain: Engineering Design Process, Engineering Drawings, Basic Electrical Systems, Prototyping, Drafting and Engineering Design, Mechanical Drawings, Computer-Aided Design, Electronics, Technical Drawing, Electronic Components, Manufacturing Processes, Electronic Hardware, Electrical Wiring, Hardware Design, Manufacturing and Production, Mechanical Engineering, Embedded Systems, Machine Controls, 3D Modeling, Safety Training

      4.9
      Rating, 4.9 out of 5 stars
      ·
      45 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      S

      Siemens

      Intro to Siemens NX: Engineering Essentials and Part Design

      Skills you'll gain: 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Mechanical Design, Simulation and Simulation Software, Engineering Drawings, Prototyping, Manufacturing Processes

      4.4
      Rating, 4.4 out of 5 stars
      ·
      56 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      B

      Birla Institute of Technology & Science, Pilani

      Basic Engineering Mathematics

      Skills you'll gain: Engineering Calculations, Trigonometry, Engineering Analysis, Linear Algebra, Calculus, Differential Equations, Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Algebra

      4.6
      Rating, 4.6 out of 5 stars
      ·
      154 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Design and Detailing of RCC elements

      Skills you'll gain: Structural Engineering, Structural Analysis, Construction Estimating, Civil Engineering, Engineering Practices, Construction Engineering, Construction, Architectural Engineering, Engineering Calculations, Building Codes, Building Design, Design Specifications, Engineering Documentation, Engineering Drawings, Estimation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      8 reviews

      Intermediate · 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…456…332

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

    • Human Factors & Usability Engineering: Designing for Humans: Arizona State University
    • User Experience Design and Testing Part 2: Northeastern University
    • SOLIDWORKS 3D CAD for Education: Dassault Systèmes
    • SOLIDWORKS xDesign for Education: Dassault Systèmes
    • Statistical Learning for Engineering Part 2: Northeastern University
    • Product Development for Technical Managers: University of Colorado Boulder
    • Requirements Engineering: Secure Software Specifications: University of Colorado System
    • Modeling, IC Processes and Emerging Microtechnology: University of Minnesota
    • Rapid Prototyping and Tooling: Arizona State University
    • Intro to Siemens NX: Engineering Essentials and Part Design: Siemens

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • 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