• 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

    • P

      Politecnico di Milano

      Being a researcher (in Information Science and Technology)

      Skills you'll gain: Scientific Methods, Data Ethics, Ethical Standards And Conduct, Innovation, Intellectual Property, Technical Writing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      190 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      AI for Lawyers and Other Advocates

      Skills you'll gain: Delegation Skills, Critical Thinking, Data Ethics, Law Practice Management Software, Artificial Intelligence, Experimentation, Legal Strategy, Communication, Legal Risk, Lifelong Learning, Professional Development, Constructive Feedback, Analysis, Leadership, Prioritization, Creativity, Prompt Engineering, Presentations, Business Correspondence, Editing

      4.4
      Rating, 4.4 out of 5 stars
      ·
      30 reviews

      Beginner · Specialization · 1 - 3 Months

    • U

      Universidade de São Paulo

      Introdução ao Teste de Software

      Skills you'll gain: Software Testing, Functional Testing, System Testing, Acceptance Testing, Test Planning, Unit Testing, Software Quality Assurance, Test Case, Test Automation, Code Coverage, Integration Testing, Usability Testing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      525 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Green Building Assessment & Certification

      Skills you'll gain: Construction Management, Construction, Environmental Engineering, Building Design, Waste Minimization, Project Management, Environment and Resource Management, Product Lifecycle Management, Environmental Science, Architectural Design

      4.7
      Rating, 4.7 out of 5 stars
      ·
      19 reviews

      Intermediate · Course · 1 - 4 Weeks

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

      Illinois Tech

      Advanced Statistical Techniques for Data Science

      Skills you'll gain: Machine Learning Algorithms, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Data Analysis, Data Presentation, Data Cleansing, Applied Machine Learning, Regression Analysis, Analytics, Machine Learning, R Programming, Statistical Methods, Data Science, Statistical Modeling, Data Manipulation, Data Validation, Feature Engineering, Exploratory Data Analysis

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      39 reviews

      Intermediate · Specialization · 3 - 6 Months

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

      Dassault Systèmes

      xDesign Revolution and Cut Features

      Skills you'll gain: SolidWorks (CAD), 3D Modeling, Visualization (Computer Graphics), Computer-Aided Design, Mechanical Design

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      E

      EDHEC Business School

      Python and Machine Learning for Asset Management

      Skills you'll gain: Investment Management, Portfolio Management, Asset Management, Machine Learning, Applied Machine Learning, Financial Modeling, Supervised Learning, Predictive Modeling, Risk Management, Feature Engineering, Unsupervised Learning, Regression Analysis, Statistical Methods, Dimensionality Reduction

      3.1
      Rating, 3.1 out of 5 stars
      ·
      329 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Industrial Fluid systems & Smart Factory Automation

      Skills you'll gain: Electrical Systems, Automation Engineering, Hydraulics, Programmable Logic Controllers, Control Systems, Mechanical Engineering, Real Time Data, Internet Of Things, Automation, Industrial Engineering, Hardware Troubleshooting, Equipment Design, Manufacturing Processes, Manufacturing and Production, Production Process, Robotic Process Automation, Failure Analysis, Emerging Technologies, Digital Transformation, Manufacturing Operations

      4.5
      Rating, 4.5 out of 5 stars
      ·
      22 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Alberta Machine Intelligence Institute

      Machine Learning Algorithms: Supervised Learning Tip to Tail

      Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Jupyter, Machine Learning, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Business Solutions, Python Programming, Regression Analysis, Performance Analysis, Feature Engineering, Data Processing, Performance Metric

      4.7
      Rating, 4.7 out of 5 stars
      ·
      413 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      MLOps Tools: MLflow and Hugging Face

      Skills you'll gain: MLOps (Machine Learning Operations), Application Deployment, Containerization, CI/CD, Docker (Software), Microsoft Azure, Cloud Applications, Development Environment, GitHub, Application Programming Interface (API)

      3.7
      Rating, 3.7 out of 5 stars
      ·
      51 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free
      Free
      U

      University of Pennsylvania

      Calculus: Single Variable Part 3 - Integration

      Skills you'll gain: Integral Calculus, Calculus, Applied Mathematics, Differential Equations, Engineering Calculations, Advanced Mathematics, Mathematical Modeling

      4.8
      Rating, 4.8 out of 5 stars
      ·
      531 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Machine Learning with Apache Spark

      Skills you'll gain: Apache Spark, Machine Learning, Generative AI, PySpark, Applied Machine Learning, Supervised Learning, Apache Hadoop, Data Pipelines, Unsupervised Learning, Data Processing, Extract, Transform, Load, Predictive Modeling, Classification And Regression Tree (CART), Data Transformation, Regression Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      99 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…111112113…294

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

    • Being a researcher (in Information Science and Technology): Politecnico di Milano
    • AI for Lawyers and Other Advocates: University of Michigan
    • Introdução ao Teste de Software: Universidade de São Paulo
    • Green Building Assessment & Certification: L&T EduTech
    • Advanced Statistical Techniques for Data Science: Illinois Tech
    • xDesign Revolution and Cut Features: Dassault Systèmes
    • Python and Machine Learning for Asset Management : EDHEC Business School
    • Industrial Fluid systems & Smart Factory Automation: L&T EduTech
    • Machine Learning Algorithms: Supervised Learning Tip to Tail: Alberta Machine Intelligence Institute
    • MLOps Tools: MLflow and Hugging Face: Duke 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