• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Feature Engineering

Feature Engineering Courses

Feature engineering courses can help you learn techniques for transforming raw data into meaningful features, selecting relevant variables, and creating new features to improve model performance. You can build skills in data preprocessing, handling missing values, and using domain knowledge to enhance feature sets.

Popular Feature Engineering Courses and Certifications


  • U

    University of California San Diego

    Data Structures and Algorithms

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Bioinformatics, Advanced Mathematics, Theoretical Computer Science, Computational Thinking, Program Development, Data Storage, Network Analysis, Computer Programming, Analysis, Machine Learning Algorithms, Software Testing, C and C++, Python Programming, Java, Debugging, Rust (Programming Language), Javascript

    4.6 stars, 17K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (17K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Introduction to Machine Learning

    Skills you'll gain: Unsupervised Learning, Exploratory Data Analysis, Feature Engineering, Dimensionality Reduction, Supervised Learning, Classification Algorithms, Regression Analysis, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Statistical Methods, Data Preprocessing, Applied Machine Learning, Model Evaluation, Statistical Inference, Predictive Modeling, Machine Learning Methods, Statistical Hypothesis Testing, Model Training, Data Processing, Machine Learning

    4.6 stars, 3.4K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (3.4K) · Intermediate · Specialization · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of Michigan

    AI for Autonomous Vehicles and Robotics

    Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Image Analysis, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms

    4.5 stars, 69 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (69) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Material Extrusion

    Skills you'll gain: Manufacturing Processes, Materials science, Mechanical Engineering, Manufacturing Operations, Laboratory Research, Experimentation, Machine Controls, Process Analysis, Engineering, Scientific, and Technical Instruments

    4.9 stars, 31 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (31) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Machine Learning: Real-World Applications

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Ethics, Image Analysis, AI Personalization, Model Training, Convolutional Neural Networks, Model Optimization, Machine Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Computer Vision, Supervised Learning, Data Preprocessing, Program Evaluation, Unsupervised Learning, Python Programming, Data Science, Algorithms

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google

    AI for App Building

    Skills you'll gain: Google Gemini, Generative AI, Artificial Intelligence, Google Workspace, AI Personalization

    4.8 stars, 3.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (3.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Siemens

    Introduction to Digital Transformation

    Skills you'll gain: Digital Transformation, Product Lifecycle Management, Business Technologies, Business Transformation, Automation, Internet Of Things, Product Development, Technology Strategies, Product Design, Technology Solutions, Emerging Technologies, Telecommunications, Cloud Computing, Artificial Intelligence

    4.6 stars, 112 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (112) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • T

    Technical University of Denmark (DTU)

    Hydrogen: Key Concepts and Use in Green Technologies

    Skills you'll gain: Sustainable Technologies, Laboratory Research, Laboratory Procedures, Sustainable Engineering, Production Process, Process Engineering, Mathematical Modeling, Materials science, Process Modeling, Plant Operations and Management, Engineering Analysis

    4.7 stars, 17 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (17) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • N

    National Taiwan University

    材料力學一 (Mechanics of Materials (1))

    Skills you'll gain: Structural Engineering, Structural Analysis, Architectural Engineering, Mechanics, Materials science, Torque (Physics), Civil Engineering, Engineering Design Process, Civil and Architectural Engineering, Building Design, Engineering Calculations, Engineering Analysis

    4.9 stars, 32 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (32) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Michigan

    AI for Energy and Biomedical Applications

    Skills you'll gain: Precision Medicine, Biomedical Engineering, Energy and Utilities, Image Analysis, Medical Imaging, Artificial Intelligence, Electric Power Systems, Bioinformatics, Drug Development, Sustainable Technologies, Generative AI, Patient-centered Care, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Anomaly Detection, Machine Learning Algorithms

    4.6 stars, 80 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (80) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Search Engine Optimization (SEO)

    Skills you'll gain: Search Engine Optimization, Keyword Research, Content Marketing, Content Performance Analysis, Content Strategy, Persona Development, Campaign Planning, Social Media Campaigns, Competitive Analysis, Content Development and Management, Stakeholder Management, Content Optimization, Content Creation, Web Analytics and SEO, Digital Marketing Campaigns, Social Media Strategy, Search Engine Marketing, Stakeholder Communications, Digital Media Strategy, Social Media Marketing

    4.6 stars, 13K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (13K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Introducción a la sustentabilidad: hacia un futuro posible

    Skills you'll gain: Systems Thinking, Sustainable Systems, Sustainable Development, Socioeconomics, Environmental Issue, Environmental Science, Social Sciences, Land Management, Social Impact, Community Development, World History, Team Collaboration

    4.9 stars, 160 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (160) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
1…787980…522

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

  • Data Structures and Algorithms: University of California San Diego
  • IBM Introduction to Machine Learning: IBM
  • AI for Autonomous Vehicles and Robotics: University of Michigan
  • Material Extrusion: Arizona State University
  • Machine Learning: Real-World Applications: John Wiley & Sons
  • AI for App Building: Google
  • Introduction to Digital Transformation: Siemens
  • Hydrogen: Key Concepts and Use in Green Technologies: Technical University of Denmark (DTU)
  • 材料力學一 (Mechanics of Materials (1)): National Taiwan University
  • AI for Energy and Biomedical Applications: University of Michigan

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

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • 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
  • Udemy

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
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok