• 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


  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Data Analytics

    Skills you'll gain: Feature Engineering, Data Ethics, Exploratory Data Analysis, Analytics, Data Analysis, Machine Learning Algorithms, Data Preprocessing, Unsupervised Learning, Data Cleansing, Data Science, NumPy, Data Manipulation, Data Transformation, Data Structures, Pandas (Python Package), Dimensionality Reduction, Classification Algorithms, Python Programming, Regression Analysis, Data Visualization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • M

    Microsoft

    Smarter Content Creation with Microsoft Copilot

    Skills you'll gain: Content Performance Analysis, Microsoft Copilot, Content Marketing, Personalized Campaigns, Content Creation, Content Development and Management, Ideation, AI Personalization, Social Media Content, Content Optimization, Content Scheduling, Brainstorming, Search Engine Optimization

    4.8 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Vertex AI Search for Retail

    Skills you'll gain: Google Cloud Platform, Dataflow, Big Data, Data Pipelines, Data Store, Serverless Computing, Data Migration, Model Training, Apache Hadoop, Data Storage Technologies, Identity and Access Management, Data Storage, Tensorflow, Cloud Storage, AI Personalization, Advanced Analytics, Applied Machine Learning, AI Integrations, Site Reliability Engineering, Data Processing

    4 stars, 137 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4 (137) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Front-End Development Capstone Project

    Skills you'll gain: HTML and CSS, GitHub, Mockups, User Interface and User Experience (UI/UX) Design, Version Control, User Interface (UI), Front-End Web Development, UI/UX Strategy, UI Components, Git (Version Control System), Web Design and Development, Cascading Style Sheets (CSS), Web Components, Figma (Design Software), Application Deployment, React.js, Frontend Integration, Web Design, Web Development, Software Development

    4.7 stars, 62 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (62) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Cisco Learning and Certifications

    Using APIs for Network Automation

    Skills you'll gain: Postman API Platform, Restful API, Authentications, Application Programming Interface (API), Scripting, JSON, Extensible Languages and XML, IT Automation, Extensible Markup Language (XML), API Testing, Network Protocols, YAML, Network Monitoring, Automation, Network Engineering, Scripting Languages, Python Programming, Real Time Data

    4.6 stars, 36 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • A

    Association of International Certified Professional Accountants

    Making the Case for Robotic Process Automation

    Skills you'll gain: Robotic Process Automation, Business Process Automation, Return On Investment, Automation, Business Requirements, Requirements Analysis, Process Mapping, Process Analysis, Performance Measurement, Business Metrics, Value Propositions, Process Improvement, Project Scoping, Digital Transformation

    4.1 stars, 95 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.1 (95) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Build an expense tracker app in Django

    Skills you'll gain: Django (Web Framework), Web Applications, Web Development, Expense Reports, Back-End Web Development, Expense Management, Application Development, Database Application, Data Visualization, Business Process Automation, Chart.js, Data Modeling, Business Logic, Development Environment, Data Security, GitHub, Javascript, Project Documentation, Git (Version Control System)

    4.3 stars, 8 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.3 (8) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Manufacturing Industry 101

    Skills you'll gain: Manufacturing and Production, Manufacturing Operations, Production Process, Manufacturing Processes, Process Control, Production Planning, Lean Manufacturing, Production Management, Lean Methodologies, Operational Efficiency, Continuous Improvement Process, Sustainable Business, Collaboration, Innovation, Adaptability, Communication

    4.6 stars, 30 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • S

    Scrimba

    Learn Python: 3

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Python Programming, Data Structures, Computer Programming, Software Engineering, Performance Tuning, Web Development, Performance Testing, Debugging, Web Development Tools

    4.7 stars, 28 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Leading Oneself with Personal Excellence

    Skills you'll gain: Goal Setting, Mental Concentration, Goal-Oriented, Tenacity, Empowerment, Resilience, Personal Development, Action Oriented, Smart Goals, Persistence, Stress Management, Overcoming Obstacles, Self-Discipline, Planning, Self-Awareness, Self-Motivation, Productivity, Growth Mindedness, Accountability, Proactivity

    4.8 stars, 54 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • B

    Birla Institute of Technology & Science, Pilani

    General Biology

    Skills you'll gain: Scientific Methods, Physiology, Biotechnology, Biology, Life Sciences, Laboratory Research, Cell Biology, Immunology, Molecular, Cellular, and Microbiology, Anatomy, Molecular Biology, Science and Research, General Science and Research, Biochemistry, Respiration, Endocrinology, Oncology

    Beginner · Course · 1 - 3 Months

    Category: Build toward a degree
    Build toward a degree
  • S

    Skillshare

    Name Your Brand & Design a Strong Logo with ChatGPT + Canva

    Skills you'll gain: AI powered creativity, Canva (Software), Logo Design, Prompt Engineering, Prompt Engineering Tools, Ideation, Brainstorming, Brand Strategy, Branding, Graphic and Visual Design, ChatGPT, Graphic Design, Color Theory, Color Matching, Target Audience

    3.9 stars, 21 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 3.9 (21) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…291292293…526

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

  • Introduction to Data Analytics: Birla Institute of Technology & Science, Pilani
  • Smarter Content Creation with Microsoft Copilot: Microsoft
  • Vertex AI Search for Retail: Google Cloud
  • Front-End Development Capstone Project: IBM
  • Using APIs for Network Automation: Cisco Learning and Certifications
  • Making the Case for Robotic Process Automation: Association of International Certified Professional Accountants
  • Build an expense tracker app in Django: Coursera
  • Manufacturing Industry 101: Coursera
  • Learn Python: 3: Scrimba
  • Leading Oneself with Personal Excellence: University of Colorado Boulder

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok