• 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


  • P

    Packt

    Learn Java from Scratch - A Beginner's Guide

    Skills you'll gain: Apache Maven, Java, Object Oriented Design, Build Tools, Memory Management, Hibernate (Java), Unit Testing, File I/O, Data Persistence, Docker (Software), Software Testing, Software Design Patterns, Integrated Development Environments, Object-Relational Mapping, Functional Design

    Beginner · Specialization · 3 - 6 Months

  • D

    Duke University

    Python and Rust with Linux Command Line Tools

    Skills you'll gain: Rust (Programming Language), Serverless Computing, Command-Line Interface, Maintainability, Amazon Web Services, Linux Commands, Unix Commands, Application Deployment, System Programming, Python Programming, Package and Software Management, Performance Tuning, Software Testing

    ★ 5 (16) · Intermediate · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Data Frameworks for Generative AI

    Skills you'll gain: Generative AI, Generative AI Agents, Retrieval-Augmented Generation, Enterprise Architecture, Metadata Management, Data Science, Machine Learning

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

  • A

    Alex Genadinik

    2026 AI And ChatGPT At Work: Productive AI Use For Beginners

    Skills you'll gain: Prompt Engineering, AI Integrations, ChatGPT, AI powered creativity, AI literacy, Presentations, AI Personalization, AI Workflows, Artificial Intelligence, Content Creation, Brainstorming

    ★ 4.4 (8) · Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Digital Marketing Operations & Analytics

    Skills you'll gain: Content Performance Analysis, Dashboard, Conversion Funnel Analysis, Surveys, Content Scheduling, Newsletters, Search Engine Optimization, Marketing Budgets, Email Automation, Data-Driven Marketing, Marketing Analytics, Marketing Automation, Web Analytics, Email Marketing, Content Marketing, Performance Reporting, Google Analytics, Collaborative Software, Social Media Management, Lead Generation

    Beginner · Specialization · 3 - 6 Months

  • U

    University of California, Irvine

    Identifying the Right Role for Yourself

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Data Science, Data Analysis, Data Literacy, Data Architecture, AI literacy, Analytical Skills, Business Analysis, Cloud Engineering

    ★ 4.3 (9) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Rapid Prototyping of Embedded Interface Designs

    Skills you'll gain: User Interface (UI), Embedded Software, Interactive Design, Human Computer Interaction, Embedded Systems, Prototyping, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Software Design, Usability, HTML and CSS, Interaction Design, Real-Time Operating Systems, Hypertext Markup Language (HTML), Technical Design, Internet Of Things, User Experience Design, jQuery, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML)

    ★ 3.7 (7) · Intermediate · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    AI Code Generation for Everyone

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Vibe coding, HTML and CSS, Web Design and Development, AI literacy, Generative AI, Web Development, Web Applications, Python Programming, Data Analysis, Data Mining, AI Workflows, Simulations, Debugging

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Predict Ad Clicks Using Logistic Regression and XG-Boost

    Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Data Preprocessing, Model Training, Customer Analysis, Predictive Modeling, Scientific Visualization, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Online Advertising, Data-Driven Marketing, Logistic Regression, Data Cleansing, Data Manipulation, Machine Learning, Python Programming, Deep Learning

    ★ 4.6 (10) · Beginner · Guided Project · Less Than 2 Hours

  • V

    Vanderbilt University

    AI Agent Architecture in Java with Generative AI

    Skills you'll gain: Generative AI Agents, Agentic Workflows, AI Orchestration, LLM Application, OpenAI API, Java Programming, Java, AI Workflows, Agentic systems, Generative AI, Prompt Patterns, Prompt Engineering, AI Integrations, Persona (User Experience), Document Management, Secure Coding, Business Logic, Software Design Documents, Plan Execution, Software Design Patterns

    ★ 4.3 (10) · Intermediate · Course · 1 - 3 Months

  • S

    Simplilearn

    Search Engine Optimization

    Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Digital Marketing Tools, Google Ads, Google Analytics, Keyword Research, Digital Marketing, Content Optimization, User Experience

    ★ 4 (10) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Lean Product Portfolios: Beyond Value Stream Mapping

    Skills you'll gain: Product Lifecycle Management, Enterprise Architecture, Product Management, Product Planning, Product Strategy, User Research, New Product Development, Scalability, Lean Methodologies, Project Portfolio Management, Product Lining, Product Roadmaps, User Centered Design, Product Development, Product Improvement, Product Flow Diagram, Commercialization, Growth Strategies, Market Opportunities, Organizational Strategy

    Beginner · Course · 1 - 3 Months

1…312313314…459

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

  • Learn Java from Scratch - A Beginner's Guide: Packt
  • Python and Rust with Linux Command Line Tools: Duke University
  • Data Frameworks for Generative AI: Fractal Analytics
  • 2026 AI And ChatGPT At Work: Productive AI Use For Beginners: Alex Genadinik
  • Digital Marketing Operations & Analytics: Coursera
  • Identifying the Right Role for Yourself: University of California, Irvine
  • Rapid Prototyping of Embedded Interface Designs: University of Colorado Boulder
  • AI Code Generation for Everyone: The Hong Kong University of Science and Technology
  • Predict Ad Clicks Using Logistic Regression and XG-Boost: Coursera
  • AI Agent Architecture in Java with Generative AI: Vanderbilt 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

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