• 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

    Gen AI Dev- Optimize Application Performance

    Skills you'll gain: Retrieval-Augmented Generation, Performance Tuning, Generative AI Agents, Model Optimization, Vector Databases, Generative AI, Prompt Engineering, Agentic Workflows, A/B Testing, Performance Testing, Amazon CloudWatch, Amazon Web Services, API Gateway, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Software Development, Serverless Computing, Natural Language Processing, Cloud Computing, Machine Learning

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • D

    DeepLearning.AI

    Data Pipelines with TensorFlow Data Services

    Skills you'll gain: Extract, Transform, Load, Data Pipelines, Data Import/Export, Tensorflow, Data Preprocessing, Data Processing, Feature Engineering, Data Transformation, Data Sharing, Model Training, Data Management, Performance Tuning, Applied Machine Learning

    4.5 stars, 536 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (536) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Dartmouth College

    Question Reality! Science, philosophy, a search for meaning

    Skills you'll gain: Computational Logic, Scientific Methods, Theoretical Computer Science, Logical Reasoning, Science and Research, Physics, Experimentation, Laboratory Experience, Physical Science, Deductive Reasoning, Artificial Intelligence, Computational Thinking, Mathematics and Mathematical Modeling, Simulations, Computer Science, AI literacy, Psychology, Liberal Arts, General Science and Research, Ancient History

    4.7 stars, 42 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (42) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Product Management Certification

    Skills you'll gain: Product Planning, New Product Development, Product Management, Product Development, Innovation, Product Lifecycle Management, Product Strategy, Product Roadmaps, Agile Product Development, Project Management Life Cycle, Product Design, Drive Engagement, Product Marketing, Stakeholder Engagement, Stakeholder Management, Competitive Analysis, Product Testing, Communication Planning, Registration, Leadership

    4.6 stars, 632 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (632) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IE Business School

    Implementación del Marketing Mix

    Skills you'll gain: Marketing Communications, Integrated Marketing Communications, Product Lifecycle Management, Advertising Campaigns, Customer experience strategy (CX), Advertising, Brand Strategy, Brand Management, Brand Loyalty, Branding, Campaign Planning, Marketing, Communication Planning, Product Strategy, Revenue Management, Retail Management, Marketing Channel, Strategic Marketing, Retail Store Operations, Marketing Management

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

    ★ 4.8 (1.9K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Stanford Online

    Building Decarbonization and the Clean Energy Transition

    Skills you'll gain: HVAC, Sustainable Technologies, Climate Change Mitigation, Building Design, Sustainable Engineering, Sustainable Development, Environmental Social And Corporate Governance (ESG)

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Using Sensors With Your Raspberry Pi

    Skills you'll gain: Electronics, Systems Of Measurement, Digital Signal Processing, Data Processing, Analytics, Electronic Components, Statistical Methods, Open Source Technology, Mathematical Modeling

    4.9 stars, 15 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (15) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Implement EU/UK Data Governance

    Skills you'll gain: Role-Based Access Control (RBAC), Personally Identifiable Information, Data Governance, Information Privacy, Audit Working Papers, Compliance Management, Record Keeping, Regulatory Compliance, Data Management, Law, Regulation, and Compliance, Data Processing, Data Access, Records Management, Authorization (Computing), Data Security, Document Management, Data Mapping, Identity and Access Management, Regulatory Requirements, Legal Risk

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Genomics: Decoding the Universal Language of Life

    Skills you'll gain: Life Sciences, Molecular Biology, Biotechnology, Environment, Biological Engineering, Molecular, Cellular, and Microbiology, Biology, Physiology, Sustainable Development, Medical Science and Research, Environmental Science, Cell Biology, Microbiology, Analysis, Research

    4.6 stars, 332 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (332) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Pearson

    The Chemistry of Life

    Skills you'll gain: Biochemistry, Scientific Methods, Biology, Life Sciences, Chemistry, Cell Biology, Molecular Biology, Physical Science

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Building AI Cloud Apps with Microsoft Azure

    Skills you'll gain: GitHub Copilot, Responsible AI, Cloud Development, Microsoft Azure, Anomaly Detection, Image Analysis, Prompt Engineering, Prompt Patterns, Cloud Applications, Software Development, Text Mining, Unsupervised Learning, Cloud Deployment, Natural Language Processing, Data Store, Cloud Hosting, Data Storage, Computer Vision, Cloud Computing, Machine Learning

    4.4 stars, 795 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (795) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Adobe

    Generative AI Content Creation

    Skills you'll gain: Adobe Express, Responsible AI, AI powered creativity, Generative AI, Data Ethics, AI literacy, Graphic Design, Image Quality, Prompt Engineering, Artificial Intelligence, AI Workflows, Creativity, AI Integrations, Verification And Validation

    4.7 stars, 989 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (989) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…150151152…532

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

  • Gen AI Dev- Optimize Application Performance: Amazon Web Services
  • Data Pipelines with TensorFlow Data Services: DeepLearning.AI
  • Question Reality! Science, philosophy, a search for meaning: Dartmouth College
  • Product Management Certification: SkillUp
  • Implementación del Marketing Mix: IE Business School
  • Building Decarbonization and the Clean Energy Transition: Stanford Online
  • Using Sensors With Your Raspberry Pi: Johns Hopkins University
  • Implement EU/UK Data Governance: Coursera
  • Genomics: Decoding the Universal Language of Life: University of Illinois Urbana-Champaign
  • The Chemistry of Life: Pearson

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