• 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
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Feature Engineering Course Catalog

    • U

      University of Michigan

      Internet History, Technology, and Security

      Skills you'll gain: Network Security, OSI Models, Network Administration, Network Protocols, Network Architecture, TCP/IP, Web Applications, Computer Networking, Encryption, Internet Of Things, Web Development, Innovation, Emerging Technologies, Hypertext Markup Language (HTML)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.8K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      N

      National Taiwan University

      CAD/BIM技術與應用

      Skills you'll gain: Architectural Drawing, Autodesk Revit, Building Information Modeling, SketchUp (3D Modeling Software), Engineering Drawings, 3D Modeling, Mechanical Drawings, Engineering Management, Computer-Aided Design, Technical Drawing, AutoCAD, Drafting and Engineering Design, Engineering Design Process, Structural Engineering, Construction Estimating, Civil and Architectural Engineering, Architectural Engineering, Construction, Engineering Change Order, Blueprint Reading

      4.7
      Rating, 4.7 out of 5 stars
      ·
      355 reviews

      Beginner · Specialization · 3 - 6 Months

    • G

      Georgia Institute of Technology

      Mechanics of Materials II: Thin-Walled Pressure Vessels and Torsion

      Skills you'll gain: Structural Engineering, Structural Analysis, Mechanical Engineering, Engineering Analysis, Mechanical Design, Torque (Physics), Engineering, Engineering Design Process, Engineering Calculations, Mechanics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Gen AI Foundational Models for NLP & Language Understanding

      Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Large Language Modeling, Generative AI, Text Mining, Artificial Neural Networks, Deep Learning, Feature Engineering

      4.4
      Rating, 4.4 out of 5 stars
      ·
      117 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Project Management in Construction

      Skills you'll gain: Scope Management, Stakeholder Management, Project Schedules, Project Risk Management, Environment Health And Safety, Work Breakdown Structure, Project Scoping, Earned Value Management, Feasibility Studies, Risk Analysis, Quality Management, Procurement, Cost Estimation, Scheduling, Cost Management, Project Management Life Cycle, Contract Management, Communication Strategies, Risk Management, Project Controls

      4.7
      Rating, 4.7 out of 5 stars
      ·
      41 reviews

      Advanced · Specialization · 1 - 3 Months

    • Status: Free
      Free
      U

      University of Pennsylvania

      Calculus: Single Variable Part 1 - Functions

      Skills you'll gain: Calculus, Engineering Calculations, Mathematical Theory & Analysis, Algebra, Advanced Mathematics, Applied Mathematics, Derivatives

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.3K reviews

      Mixed · Course · 1 - 4 Weeks

    • U

      University of Maryland, College Park

      Usable Security

      Skills you'll gain: Usability, Human Computer Interaction, Authentications, Security Engineering, Usability Testing, Human Factors, Information Privacy, Personally Identifiable Information, User Interface (UI) Design, Multi-Factor Authentication, User Centered Design, Design

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.3K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Strategic Technology Management

      Skills you'll gain: Organizational Change, Innovation, Change Management, Business Modeling, Technology Strategies, Design Thinking, Product Lifecycle Management, New Product Development, Technical Management, Business Transformation, Product Development, Customer Insights, Organizational Strategy, Service Design, Technology Roadmaps, Business Strategy, Customer experience strategy (CX), Cross-Functional Team Leadership, Team Leadership, Organizational Effectiveness

      4.8
      Rating, 4.8 out of 5 stars
      ·
      108 reviews

      Beginner · Specialization · 1 - 3 Months

    • U

      University of Houston

      A Brief History of Human Spaceflight

      Skills you'll gain: Ancient History, International Relations, Aerospace Basic Quality System Standards, Human Factors, Failure Analysis, Engineering, Safety Assurance, Public History

      4.4
      Rating, 4.4 out of 5 stars
      ·
      432 reviews

      Mixed · Course · 1 - 3 Months

    • C

      Coursera Instructor Network

      Avionics and Aircraft Systems: Fundamentals

      Skills you'll gain: Basic Electrical Systems, Maintenance, Repair, and Facility Services, Electronics, Control Systems, Electronic Systems, Electronic Components, Electrical Systems, Safety Assurance, Human Factors, Hardware Troubleshooting, Electric Power Systems, Display Devices, Digital Communications

      4.6
      Rating, 4.6 out of 5 stars
      ·
      37 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      SAS

      SAS Statistical Business Analyst

      Skills you'll gain: SAS (Software), Predictive Modeling, Predictive Analytics, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Exploratory Data Analysis, Statistical Methods, Probability & Statistics, Big Data, Plot (Graphics), Data Analysis, Data Literacy, Data Analysis Software, Advanced Analytics, Statistical Machine Learning, Feature Engineering, Performance Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      221 reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Fire and Life Safety Systems

      Skills you'll gain: Fire And Life Safety, Building Codes, Pump Stations, Blueprint Reading, Process Flow Diagrams, Construction, Safety Training, Hydraulics, Construction Inspection, Safety Assurance, Plumbing, Building Design, Electrical Systems, Engineering Drawings, System Requirements, Safety and Security, Facility Management and Maintenance, Structural Analysis, Threat Detection, Water Resources

      4.6
      Rating, 4.6 out of 5 stars
      ·
      63 reviews

      Intermediate · Specialization · 3 - 6 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…949596…293

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

    • Internet History, Technology, and Security: University of Michigan
    • CAD/BIM技術與應用: National Taiwan University
    • Mechanics of Materials II: Thin-Walled Pressure Vessels and Torsion: Georgia Institute of Technology
    • Gen AI Foundational Models for NLP & Language Understanding: IBM
    • Project Management in Construction: L&T EduTech
    • Calculus: Single Variable Part 1 - Functions: University of Pennsylvania
    • Usable Security: University of Maryland, College Park
    • Strategic Technology Management: University of Illinois Urbana-Champaign
    • A Brief History of Human Spaceflight: University of Houston
    • Avionics and Aircraft Systems: Fundamentals: 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

    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