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  • 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


  • Status: Preview
    Preview
    E

    Edge Impulse

    Introduction to Embedded Machine Learning

    Skills you'll gain: Applied Machine Learning, Embedded Systems, Data Processing, Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Deep Learning, Data Analysis, Feature Engineering, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    745 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Artificial Intelligence (AI)

    Skills you'll gain: Responsible AI, Generative AI, Natural Language Processing, Business Intelligence, Content Creation, Risk Mitigation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    22K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Beer Quality Systems

    Skills you'll gain: ISO 9000 Series, Food Quality Assurance And Control, Quality Assurance and Control, Food and Beverage, Quality Assessment, Quality Management, Hazard Analysis, Standard Operating Procedure, Statistical Process Controls, Cost Control, Descriptive Statistics

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Banco Interamericano de Desarrollo

    Sustainable Infrastructure on the Development Agenda

    Skills you'll gain: Sustainable Development, Sustainable Design, Sustainability Reporting, Economic Development, Environmental Social And Corporate Governance (ESG), Construction, Project Management, Environment, Climate Change Mitigation, Private Equity

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    IBM Full-Stack JavaScript Developer

    Skills you'll gain: Software Development Life Cycle, Istio, Software Architecture, Node.JS, Application Deployment, Restful API, React Redux, Kubernetes, Database Design, CI/CD, Cloud-Native Computing, Responsive Web Design, NoSQL, OpenShift, Git (Version Control System), Cloud Applications, Ajax, Javascript, Azure DevOps, Engineering Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8.8K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI Agents and Agentic AI in Python: Powered by Generative AI

    Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI Agents, Prompt Patterns, LLM Application, Productivity, OpenAI, Agentic systems, Tool Calling, Generative AI, Artificial Intelligence, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Creative Thinking, Application Development, Creative Problem-Solving, Prototyping, Persona (User Experience), Business Logic, Application Programming Interface (API)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    7.6K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    A

    Alberta Machine Intelligence Institute

    Machine Learning: Algorithms in the Real World

    Skills you'll gain: Supervised Learning, Feature Engineering, Responsible AI, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Data Quality, Data Processing, MLOps (Machine Learning Operations), Jupyter, Data Validation, Machine Learning, Business Operations, Data Cleansing, Product Lifecycle Management, Machine Learning Methods, Ethical Standards And Conduct, Classification And Regression Tree (CART), Test Data, Project Management

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    University of Leeds

    Aeroecology: Exploring Biodiversity with Radar

    Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environment, Taxonomy, Environmental Science, Spatial Data Analysis, Estimation, Research, Scientific Visualization, Data Literacy, Exploratory Data Analysis, Biology, Data Visualization, Research Methodologies, Physics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Project Management

    Skills you'll gain: User Story, Supplier Management, Project Schedules, Project Closure, Engineering Management, Milestones (Project Management), Team Leadership, Stakeholder Management, Scheduling, Agile Project Management, Scrum (Software Development), Procurement, Quality Management, Team Management, Project Planning, Agile Methodology, Project Scoping, Project Management, Risk Management, Stakeholder Communications

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    1.5K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    A

    Anthropic

    Claude Code in Action

    Skills you'll gain: Anthropic Claude, Command-Line Interface, Tool Calling, Unix Commands, LLM Application, Software Development Tools, GitHub, Code Review, Prompt Patterns, Large Language Modeling, Software Development, Artificial Intelligence, Generative AI Agents, Automation, Software Engineering

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Stanford University

    Introduction to Clinical Data

    Skills you'll gain: Feature Engineering, Data Ethics, Clinical Research, Clinical Data Management, Health Informatics, Unstructured Data, Health Care, Data Mining, Electronic Medical Record, Data Transformation, Data Collection, Text Mining, Data Processing, Medical Imaging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    482 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    U

    Universitat Politècnica de València

    Built Environment Sustainability Assesment

    Skills you'll gain: Building Information Modeling, Sustainable Development, Sustainable Technologies, Sustainable Architecture, Stakeholder Engagement, Sustainable Design, Building Design, Electrical Power, Sustainable Engineering, Environmental Engineering, Climate Change Adaptation, Materials science, Climate Change Mitigation, Emerging Technologies, Cross-Functional Collaboration

    Intermediate · Course · 1 - 3 Months

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

  • Introduction to Embedded Machine Learning: Edge Impulse
  • Introduction to Artificial Intelligence (AI): IBM
  • Beer Quality Systems: University of California, Davis
  • Sustainable Infrastructure on the Development Agenda: Banco Interamericano de Desarrollo
  • IBM Full-Stack JavaScript Developer: IBM
  • AI Agents and Agentic AI in Python: Powered by Generative AI: Vanderbilt University
  • Machine Learning: Algorithms in the Real World: Alberta Machine Intelligence Institute
  • Aeroecology: Exploring Biodiversity with Radar: University of Leeds
  • Project Management: University of Colorado Boulder
  • Claude Code in Action: Anthropic

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)

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