• 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


  • É

    École Polytechnique Fédérale de Lausanne

    Mécanique Lagrangienne

    Skills you'll gain: Vibrations, Mechanics, Engineering Analysis, Linear Algebra, Mechanical Engineering, Physics, Advanced Mathematics, Differential Equations, Calculus, Applied Mathematics, Integral Calculus, Mathematical Modeling, Experimentation

    4.6 stars, 38 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (38) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Erasmus University Rotterdam

    Econometrics: Methods and Applications

    Skills you'll gain: Econometrics, Time Series Analysis and Forecasting, Regression Analysis, Logistic Regression, Statistical Methods, Data Analysis, Economics, Trend Analysis, Analytics, Statistical Analysis, Statistical Modeling, Statistics, Case Studies, Forecasting, Probability & Statistics, Estimation, Model Evaluation, Statistical Hypothesis Testing, Probability, Linear Algebra

    4.6 stars, 1.2K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (1.2K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    Scrimba

    Introduction to Hermes Agent

    Skills you'll gain: Cloud Deployment, Agentic Workflows, Model Deployment, Application Deployment, Generative AI Agents, Agentic systems, AI Workflows, Token Optimization, LLM Application, Cloud Hosting, Virtual Machines, System Configuration, Automation, Servers, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Context Engineering, Generative AI, Prompt Engineering

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Alberta

    21st Century Energy Transition: how do we make it work?

    Skills you'll gain: Energy and Utilities, Environmental Issue, Innovation, Petroleum Industry, Electrical Power, Sustainable Development, Climate Change Mitigation, Environmental Policy, Oil and Gas, Sustainable Systems, Environment and Resource Management, Sustainable Technologies, Electric Power Systems, Public Policies, Policy Analysis, Emerging Technologies, Supply And Demand, Trend Analysis

    4.8 stars, 122 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (122) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of Pennsylvania

    Introduction to Programming with Python and Java

    Skills you'll gain: File I/O, Matplotlib, Object Oriented Design, Java, Object Oriented Programming (OOP), Data Analysis, Unit Testing, Pandas (Python Package), Java Programming, Plot (Graphics), Eclipse (Software), Application Development, Data Visualization, Data Structures, Data Science, Data Cleansing, Programming Principles, Computer Programming Tools, Python Programming, Computer Programming

    4.5 stars, 1.9K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (1.9K) · Beginner · Specialization · 3 - 6 Months

    Category: Bestseller
    Bestseller
    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Web Development for Beginners

    Skills you'll gain: Responsive Web Design, Color Theory, Version Control, Typography, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), GitHub, Git (Version Control System), Web Design, Web Design and Development, Web Development, Software Versioning, Web Content Accessibility Guidelines, Front-End Web Development, AI Integrations, Application Deployment, Image Quality, Web Development Tools, User Interface (UI) Design

    4.7 stars, 3.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (3.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Sustainable Neighborhoods

    Skills you'll gain: Land Development, Landscape Architecture, Environmental Science, Sustainable Systems, Sustainable Development, Environment, Case Studies, Community Development, Public Works, Sustainable Design, Sustainable Architecture, Environment and Resource Management, Natural Resource Management, Land Management, Social Studies, Economic Development

    4.7 stars, 93 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (93) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universiteit Leiden

    A Circular Economy of Metals: Towards a Sustainable Societal Metabolism

    Skills you'll gain: Sustainable Development, Sustainable Design, Sustainable Business, Sustainable Systems, Sustainable Technologies, Environment and Resource Management, Environmental Resource Management, Environmental Issue, Natural Resource Management, Environment, Waste Minimization, Environmental Science, Pollution Prevention, Resource Utilization, Materials science, Supply And Demand, Social Studies, Analysis, Inventory Management, Product Design

    4.7 stars, 106 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (106) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Generative AI Leader

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Google Gemini, Retrieval-Augmented Generation, Responsible AI, Generative AI, Google Workspace, Google Cloud Platform, Gemini, Generative Model Architectures, AI Product Strategy, Prompt Patterns, AI Enablement, AI Security, Agentic Workflows, AI literacy, Prompt Engineering Tools, Artificial Intelligence, Cloud Computing, Collaboration

    4.7 stars, 1.3K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (1.3K) · Beginner · Professional Certificate · 3 - 6 Months

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

    University of Michigan

    Environmental Hazards and Global Public Health

    Skills you'll gain: Demography, Environmental Regulations, Environmental Laws, Environmental Policy, Environmental Issue, Environmental Resource Management, Pollution Prevention, Environment, Sanitation, Health Disparities, Public Health and Disease Prevention, Water Resources, Public Health, Environmental Science, Health And Safety Standards, Occupational Hygiene, Hazardous Waste Operations And Emergency Response Standard (HAZWOPER), Radiation Protection, Water Quality, Epidemiology

    4.8 stars, 109 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (109) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of Transformer Architectures for Natural Language Processing

    Skills you'll gain: Fine-tuning, Natural Language Processing, Hugging Face, ChatGPT, Large Language Modeling, Transfer Learning, Token Optimization, Model Training, Gemini, Generative AI, AI Workflows, Embeddings, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Architectural Engineering

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Dr. Ryan Ahmed

    Capstone Course: Build Your Personal Agent

    Skills you'll gain: Prompt Engineering, Agentic Workflows, Anthropic Claude, AI Workflows, AI Orchestration, Email Automation, Generative AI Agents, Prompt Patterns, LLM Application, Prompt Engineering Tools, Agentic systems, Vibe coding, Business Process Automation, Statistical Reporting, Excel Formulas, AI Personalization, Microsoft Excel, Workflow Management, Automation, Data Analysis Software

    Beginner · Course · 1 - 3 Months

    Category: New
    New
1…107108109…524

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

  • Mécanique Lagrangienne: École Polytechnique Fédérale de Lausanne
  • Econometrics: Methods and Applications: Erasmus University Rotterdam
  • Introduction to Hermes Agent: Scrimba
  • 21st Century Energy Transition: how do we make it work?: University of Alberta
  • Introduction to Programming with Python and Java: University of Pennsylvania
  • Web Development for Beginners: University of California, Davis
  • Sustainable Neighborhoods: Johns Hopkins University
  • A Circular Economy of Metals: Towards a Sustainable Societal Metabolism: Universiteit Leiden
  • Generative AI Leader: Google Cloud
  • Environmental Hazards and Global Public Health: 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