• 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
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Earn a university-issued career credential in a flexible, interactive format.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Feature Engineering Course Catalog

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Foundations of Healthcare Systems Engineering

      Skills you'll gain: Health Systems, Systems Engineering, Medical Devices, Health Technology, Healthcare Industry Knowledge, Systems Integration, Systems Analysis, System Requirements, System Testing, Concept Of Operations, Solution Design

      4.7
      Rating, 4.7 out of 5 stars
      ·
      295 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Generative AI Engineering

      Skills you'll gain: Prompt Engineering, LangChain, Large Language Modeling, Prompt Patterns, Predictive Modeling, Unsupervised Learning, PyTorch (Machine Learning Library), Generative AI, Keras (Neural Network Library), Flask (Web Framework), Supervised Learning, Exploratory Data Analysis, Data Wrangling, Unit Testing, Responsible AI, Data Analysis, Jupyter, Regression Analysis, LLM Application, Deep Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      92K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Petroleum Engineering with AI Applications

      Skills you'll gain: Oil and Gas, Petroleum Industry, Hazard Analysis, Safety Standards, Environmental Resource Management, Energy and Utilities, Environmental Regulations, Environment Health And Safety, Big Data, Plant Operations and Management, Waste Minimization, Process Engineering, Chemical Engineering, Risk Analysis, Environmental Engineering, Failure Mode And Effects Analysis, Data Management, Pump Stations, Data Processing, Process Control

      4.6
      Rating, 4.6 out of 5 stars
      ·
      167 reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Prompt Engineering for ChatGPT

      Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, Productivity, OpenAI, Generative AI, Artificial Intelligence, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Creative Thinking, Creative Problem-Solving, Problem Solving

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6.7K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free
      Free
      D

      DeepLearning.AI

      Prompt Engineering with Llama 2&3

      Skills you'll gain: Prompt Engineering, LLM Application, Large Language Modeling, Responsible AI, Code Review, Computer Programming Tools

      4.4
      Rating, 4.4 out of 5 stars
      ·
      42 reviews

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Python, Bash and SQL Essentials for Data Engineering

      Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Cloud Engineering, Python Programming, Big Data, Data Science

      4.5
      Rating, 4.5 out of 5 stars
      ·
      446 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      U

      University of Manchester

      Protecting the World: Introducing Corrosion Science and Engineering

      Skills you'll gain: Chemical Engineering, Oil and Gas, Environmental Engineering, Process Engineering, Materials science, Engineering, Engineering Design Process, Failure Analysis, Industrial Design, Engineering Calculations, Chemistry, Environmental Issue, Laboratory Testing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      939 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      Snowflake

      Introduction to Modern Data Engineering with Snowflake

      Skills you'll gain: Data Engineering, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Presentation, Data Integration, Data Infrastructure, Data Warehousing, Data Processing, Data Import/Export, Stored Procedure, SQL, Data Analysis, Command-Line Interface

      4.8
      Rating, 4.8 out of 5 stars
      ·
      117 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI: Prompt Engineering Basics

      Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, ChatGPT

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      Columbia University

      Introduction to Financial Engineering and Risk Management

      Skills you'll gain: Financial Market, Securities (Finance), Derivatives, Financial Systems, Actuarial Science, Mathematical Modeling, Applied Mathematics, Financial Trading, Capital Markets, Financial Services, Securities Trading, Futures Exchange, Equities, Finance, Financial Modeling, Market Liquidity, Risk Modeling, Probability, Risk Management, Portfolio Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      296 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      D

      DeepLearning.AI

      ChatGPT Prompt Engineering for Developers

      Skills you'll gain: ChatGPT, Prompt Engineering, LLM Application, OpenAI, Large Language Modeling, Application Development

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.9K reviews

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Java Programming and Software Engineering Fundamentals

      Skills you'll gain: Object Oriented Programming (OOP), Java, Java Programming, Software Design, HTML and CSS, Data Structures, Debugging, Computational Thinking, Software Engineering, Web Development, Cryptography, Web Design, Javascript, Programming Principles, Computer Programming, Front-End Web Development, Encryption, Algorithms, Cascading Style Sheets (CSS), Data Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      22K reviews

      Beginner · Specialization · 3 - 6 Months

    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…141516…334

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

    • Foundations of Healthcare Systems Engineering: Johns Hopkins University
    • IBM Generative AI Engineering: IBM
    • Petroleum Engineering with AI Applications: L&T EduTech
    • Prompt Engineering for ChatGPT: Vanderbilt University
    • Prompt Engineering with Llama 2&3: DeepLearning.AI
    • Python, Bash and SQL Essentials for Data Engineering: Duke University
    • Protecting the World: Introducing Corrosion Science and Engineering: University of Manchester
    • Introduction to Modern Data Engineering with Snowflake: Snowflake
    • Generative AI: Prompt Engineering Basics: IBM
    • Introduction to Financial Engineering and Risk Management: Columbia 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

    • Artificial Intelligence (AI)
    • Cybersecurity
    • Data Analytics
    • Digital Marketing
    • English Speaking
    • Generative AI (GenAI)
    • Generative AI
    • Microsoft Excel
    • Microsoft Power BI
    • Project Management
    • Python

    Certificates & Programs

    • Google Cybersecurity Certificate
    • Google Data Analytics Certificate
    • Google IT Support Certificate
    • Google Project Management Certificate
    • Google UX Design Certificate
    • IBM Data Analyst Certificate
    • IBM Data Science Certificate
    • Machine Learning Certificate
    • Microsoft Power BI Data Analyst Certificate
    • UI / UX Design Certificate

    Industries & Careers

    • Business
    • Computer Science
    • Data Science
    • Education & Teaching
    • Engineering
    • Finance
    • Healthcare
    • Human Resources (HR)
    • Information Technology (IT)
    • Marketing

    Career Resources

    • Career Aptitude Test
    • Examples of Strengths and Weaknesses for Job Interviews
    • High-Income Skills to Learn
    • How Does Cryptocurrency Work?
    • How to Highlight Duplicates in Google Sheets
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Preparing for the PMP Certification
    • Signs You Will Get the Job After an Interview
    • What Is Artificial Intelligence?

    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