• 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


  • A

    Amazon Web Services

    AWS Generative AI Lab Series

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, AWS SageMaker, Generative AI, LLM Application, Multimodal Prompts, Large Language Modeling, Applied Machine Learning, Model Training, Scikit Learn (Machine Learning Library), Image Analysis, Business Writing

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    Universitat Politècnica de València

    Basic Math: Numbers and Terminology

    Skills you'll gain: Deductive Reasoning, Concept Of Operations

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • L

    LearnQuest

    Parameterized and Dynamic Testing in JUnit

    Skills you'll gain: JUnit, Unit Testing, Test Case, Test Data, Test Script Development, Test Automation, Software Testing

    4.4 stars, 17 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (17) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    AI Business School

    Practical AI and prompting for marketing professionals

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Personalized Campaigns, AI Personalization, Generative AI, Project Design, Artificial Intelligence, AI literacy, AI Integrations, Brainstorming, Ideation, Content Creation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Clemson University

    AI Receptive Software Development

    Skills you'll gain: Software Development Methodologies, Systems Development Life Cycle, Program Development, Software Engineering, Software Development, Requirements Analysis, Usability, Human Centered Design, User Research, Systems Development, User Experience Design, AI literacy, Software Development Tools, User Centered Design, AI Enablement, Artificial Intelligence, AI Integrations

    4.5 stars, 11 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (11) · Intermediate · Course · 1 - 3 Months

    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Apply Natural Language Processing Techniques in Python

    Skills you'll gain: Data Transformation, Unstructured Data, Feature Engineering, Predictive Analytics, Applied Machine Learning, Machine Learning

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • 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 Architecture, AI literacy, Business Analysis, Cloud Engineering

    4.5 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (15) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    PCB/CAD Design – DFM & DFT Considerations

    Skills you'll gain: Hardware Design, Electronics Engineering, Computer-Aided Design, Electronic Components, Technical Design, Design Software

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • 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 stars, 10 reviews, Intermediate, Course, 1 - 3 Months

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

    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, Functional Specification, Requirements Elicitation, System Requirements, Software Documentation, Technical Communication

    5 stars, 24 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (24) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Agile Project Management & Business Analysis Principles

    Skills you'll gain: Product Roadmaps, Agile Project Management, Business Analysis, Business Analysis Tools, Stakeholder Engagement, Requirements Elicitation, Requirements Analysis, Agile Product Development, Agile Software Development, Stakeholder Management, Business Requirements, Stakeholder Communications, Project Scoping, Stakeholder Analysis, Project Controls, Scope Management, Project Management, Product Planning, Project Planning, Kanban Principles

    5 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Generative AI: Forecasting Disruption

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application, Generative Model Architectures, AI literacy, Artificial Intelligence, Responsible AI

    4.6 stars, 17 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (17) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…355356357…516

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

  • AWS Generative AI Lab Series: Amazon Web Services
  • Basic Math: Numbers and Terminology: Universitat Politècnica de València
  • Parameterized and Dynamic Testing in JUnit: LearnQuest
  • Practical AI and prompting for marketing professionals: AI Business School
  • AI Receptive Software Development: Clemson University
  • Apply Natural Language Processing Techniques in Python: EDUCBA
  • Identifying the Right Role for Yourself: University of California, Irvine
  • PCB/CAD Design – DFM & DFT Considerations: Coursera
  • AI Agent Architecture in Java with Generative AI: Vanderbilt University
  • Fundamentos de la Ingeniería de Requisitos: Pontificia Universidad Católica del Perú

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