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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: Free Trial
    Free Trial
    U

    University at Buffalo

    Safety in the Utility Industry

    Skills you'll gain: Personal protective equipment, Environmental Regulations, Safety Training, Occupational Safety and Health Administration (OSHA), Hazard Analysis, Energy and Utilities, Safety Standards, Hazard Communication (HazCom), Safety and Security, Fire And Life Safety, Regulatory Compliance, First Aid, Emergency Response

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Computational Fluid Mechanics - Airflow Around a Spoiler

    Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Engineering, Prototyping, Computer-Aided Design, Cloud Computing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    375 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Fire and Life Safety Systems

    Skills you'll gain: Fire And Life Safety, Building Codes, Pump Stations, Schematic Diagrams, Blueprint Reading, Process Flow Diagrams, Construction, Hydraulics, Construction Inspection, Safety Assurance, Safety Standards, Plumbing, Building Services Engineering, Building Design, Hazard Analysis, Safety Training, Control Systems, Engineering Drawings, System Requirements, Facility Management and Maintenance

    4.5
    Rating, 4.5 out of 5 stars
    ·
    95 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    N

    Northwestern University

    Modern Robotics, Course 6: Capstone Project, Mobile Manipulation

    Skills you'll gain: Control Systems, Automation Engineering, Simulation and Simulation Software, Robotic Process Automation, Matlab, Mechanics, Mathematical Modeling, Engineering Calculations

    4.9
    Rating, 4.9 out of 5 stars
    ·
    59 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Battery State-of-Health (SOH) Estimation

    Skills you'll gain: Estimation, Simulations, Applied Mathematics, Laboratory Testing, Matlab, Numerical Analysis, Electric Power Systems, Mathematical Modeling, Statistical Methods, Electrical Engineering, Electronic Components, Scripting, Algorithms, Chemistry, Calculus

    4.7
    Rating, 4.7 out of 5 stars
    ·
    158 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Pohang University of Science and Technology(POSTECH)

    Ferrous Technology II

    Skills you'll gain: Materials science, Manufacturing Processes, Engineering, Mechanical Engineering, Chemistry, Production Process, Process Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    320 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Siemens

    Introduction to Solid Edge

    Skills you'll gain: Design Software, Data Import/Export, Engineering Software, Technical Design, 3D Assets, User Interface (UI)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Chemical Hazards: Toxicology & Reactivity

    Skills you'll gain: Chemical Engineering, Process Engineering, Hazard Communication (HazCom), Hazard Analysis, Occupational Health, Environment Health And Safety, Safety Training, Safety Standards, Accident Prevention, Personal protective equipment, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Embedded Software and Hardware Architecture

    Skills you'll gain: Embedded Software, Embedded Systems, Debugging, Data Structures, System Programming, Microarchitecture, C (Programming Language), Hardware Architecture, Computer Architecture, Integrated Development Environments, Software Design, Maintainability, System Configuration, Development Environment, Peripheral Devices

    4.5
    Rating, 4.5 out of 5 stars
    ·
    526 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    É

    École Polytechnique Fédérale de Lausanne

    Introduction to Faecal Sludge Management

    Skills you'll gain: Sanitation, Environmental Engineering, Water Resource Management, Sustainable Engineering, Sustainable Technologies, Public Health, Cost Estimation, Data Collection, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    674 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University at Buffalo

    Digital Thread: Components

    Skills you'll gain: Digital Transformation, Data Sharing, Business Transformation, Workflow Management, Product Lifecycle Management, Data Storage, Process Management, Interoperability, Innovation, Business Workflow Analysis, Goal Setting, Project Documentation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    816 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Dense Gases, Liquids and Solids

    Skills you'll gain: Mechanical Engineering, Thermal Management, Chemical Engineering, Materials science, Simulations, Engineering Analysis, Engineering Calculations, Physics, Estimation, Mathematical Modeling, Calculus

    4.5
    Rating, 4.5 out of 5 stars
    ·
    114 reviews

    Advanced · Course · 1 - 4 Weeks

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

  • Safety in the Utility Industry : University at Buffalo
  • Computational Fluid Mechanics - Airflow Around a Spoiler: Coursera
  • Fire and Life Safety Systems: L&T EduTech
  • Modern Robotics, Course 6: Capstone Project, Mobile Manipulation: Northwestern University
  • Battery State-of-Health (SOH) Estimation: University of Colorado Boulder
  • Ferrous Technology II: Pohang University of Science and Technology(POSTECH)
  • Introduction to Solid Edge: Siemens
  • Chemical Hazards: Toxicology & Reactivity: University of California, Davis
  • Embedded Software and Hardware Architecture: University of Colorado Boulder
  • Introduction to Faecal Sludge Management: École Polytechnique Fédérale de Lausanne

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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