• 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

    • C

      Coursera Instructor Network

      GenAI for Software Engineering Teams

      Skills you'll gain: Collaborative Software, Software Development Tools, Software Development Methodologies, Agile Project Management, Agile Methodology, Software Engineering, Data Ethics, Generative AI, Artificial Intelligence, Innovation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Data Science Fundamentals

      Skills you'll gain: Data Ethics, Predictive Modeling, Unsupervised Learning, Natural Language Processing, Predictive Analytics, Data Analysis, Classification And Regression Tree (CART), Regression Analysis, Data Mining, Statistical Analysis, Data Science, Social Media, Text Mining, Anomaly Detection, Business Analytics, Decision Tree Learning, Statistical Modeling, Big Data, Analytics, Cloud Computing

      4.2
      Rating, 4.2 out of 5 stars
      ·
      241 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      T

      Technical University of Munich (TUM)

      Digitalisation in Aeronautics

      Skills you'll gain: Aerospace Basic Quality System Standards, Control Systems, Structural Analysis, Digital Transformation, Mathematical Modeling, Engineering Design Process, Network Architecture, Simulation and Simulation Software, Technology Strategies, Conceptual Design

      4.7
      Rating, 4.7 out of 5 stars
      ·
      186 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      OpenAI for Beginners: AI Assistants for Project Managers

      Skills you'll gain: Generative AI, Application Deployment, OpenAI, Workflow Management, Artificial Intelligence, ChatGPT, Project Management, Prompt Engineering, Automation

      3.5
      Rating, 3.5 out of 5 stars
      ·
      12 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      P

      Pontificia Universidad Católica del Perú

      Fundamentos de la Ingeniería de Requisitos

      Skills you'll gain: User Story, Functional Requirement, Requirements Analysis, User Requirements Documents, System Requirements, Software Documentation, Technical Communication

      5
      Rating, 5 out of 5 stars
      ·
      16 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Workflow: Machine Learning, Visual Recognition and NLP

      Skills you'll gain: Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Classification And Regression Tree (CART), Applied Machine Learning, Machine Learning Algorithms, Deep Learning, IBM Cloud, Image Analysis, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Decision Tree Learning, Natural Language Processing, Feature Engineering, Scikit Learn (Machine Learning Library), Business Metrics, Computer Vision

      4.4
      Rating, 4.4 out of 5 stars
      ·
      86 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Hands-On Labs in Google Cloud for Security Engineers

      Skills you'll gain: Kubernetes, Role-Based Access Control (RBAC), Identity and Access Management, Google Cloud Platform, Cloud-Native Computing, Cloud Security, Network Troubleshooting, Network Security, User Accounts, Virtual Private Networks (VPN)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      67 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI: Empowering Modern Education

      Skills you'll gain: AI Personalization, Generative AI, Data Ethics, Education Software and Technology, Prompt Engineering, Artificial Intelligence, Ethical Standards And Conduct, Information Privacy, Emerging Technologies, Diversity Awareness, Data Security

      4.9
      Rating, 4.9 out of 5 stars
      ·
      14 reviews

      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, Environmental Issue, Environment, Environmental Engineering, Electric Power Systems, Natural Resource Management, Physics, Innovation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      82 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      K

      Kennesaw State University

      The Control Phase for the 6 σ Black Belt

      Skills you'll gain: Statistical Process Controls, Lean Six Sigma, Six Sigma Methodology, Lean Manufacturing, Process Improvement, Process Capability, Quality Improvement, Continuous Improvement Process, Process Analysis, Variance Analysis, Facility Repair And Maintenance, Document Management, Training Programs

      4.4
      Rating, 4.4 out of 5 stars
      ·
      32 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      N

      Northeastern University

      Healthcare Trends for Business Professionals

      Skills you'll gain: Quality Assessment, Program Evaluation, Healthcare Industry Knowledge, Health Systems, Health Informatics, Change Management, Decision Support Systems, Health Care, Care Management, Patient Safety, Health Care Administration, Quality Improvement, Business Intelligence, Business Analytics, Performance Measurement, Health Policy, Scientific Methods, Business Process Automation, Payment Systems, Value Engineering

      4.5
      Rating, 4.5 out of 5 stars
      ·
      208 reviews

      Beginner · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Machine Learning with PySpark: Customer Churn Analysis

      Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Data Analysis, PySpark, Data Processing, Data Cleansing, Data Transformation, Apache Spark, Data-Driven Decision-Making, Decision Tree Learning, Predictive Modeling, Predictive Analytics, Applied Machine Learning, Application Deployment, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      19 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    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…127128129…294

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

    • GenAI for Software Engineering Teams: Coursera Instructor Network
    • Data Science Fundamentals: University of California, Irvine
    • Digitalisation in Aeronautics: Technical University of Munich (TUM)
    • OpenAI for Beginners: AI Assistants for Project Managers: Coursera Project Network
    • Fundamentos de la Ingeniería de Requisitos: Pontificia Universidad Católica del Perú
    • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
    • Hands-On Labs in Google Cloud for Security Engineers: Google Cloud
    • Generative AI: Empowering Modern Education: IBM
    • Energy and Environment: Dartmouth College
    • The Control Phase for the 6 σ Black Belt: Kennesaw State 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

    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