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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
    A

    Arizona State University

    Rapid Prototyping Using 3D Printing

    Skills you'll gain: Engineering Design Process, Prototyping, Engineering Drawings, Product Design, Product Development, Hardware Design, Research and Design, 3D Modeling, Mockups, Industrial Design, Development Testing, Computer-Aided Design, Usability Testing, Design Specifications, Manufacturing Processes, Cost Estimation, Materials science, Ideation, Mechanical Engineering, User Feedback

    4.6
    Rating, 4.6 out of 5 stars
    ·
    116 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Electrodynamics: An Introduction

    Skills you'll gain: Electrical Engineering, Basic Electrical Systems, Materials science, Physics, Integral Calculus, Applied Mathematics, Differential Equations, Scientific Visualization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    629 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing 1: Basic Concepts and Algorithms

    Skills you'll gain: Digital Communications, Communication Systems, Electrical and Computer Engineering, Programming Principles, Telecommunications, Advanced Mathematics, Algorithms, Linear Algebra, Mathematical Modeling, Applied Mathematics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    632 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    Technical University of Denmark (DTU)

    Introduction to solar cells

    Skills you'll gain: Semiconductors, Sustainable Technologies, Materials science, Electrical Engineering, Electrical Power, Basic Electrical Systems, Electronic Components, Emerging Technologies, Physics, Mathematical Modeling, Energy and Utilities, Environmental Issue, Manufacturing Processes, Engineering Calculations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.5K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    UNSW Sydney (The University of New South Wales)

    Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets

    Skills you'll gain: Mechanics, Physics, Experimentation, Engineering Calculations, Applied Mathematics, Physical Science, Systems Of Measurement, Engineering Analysis, Mathematical Modeling, Estimation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    Y

    Yonsei University

    Wireless Communications for Everybody

    Skills you'll gain: Wireless Networks, Communication Systems, Telecommunications, System Design and Implementation, Network Performance Management, Network Protocols, Emerging Technologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.6K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Renewable Energy Technology Fundamentals

    Skills you'll gain: Energy and Utilities, Electrical Power, Sustainable Technologies, Electric Power Systems, Basic Electrical Systems, Environmental Issue, Mechanical Engineering, Physics, Emerging Technologies, Cost Estimation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    763 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Fundamentals of Macroscopic and Microscopic Thermodynamics

    Skills you'll gain: Mechanical Engineering, Statistical Methods, Engineering, Physics, Probability Distribution, Physical Science, Chemistry, Calculus

    4.3
    Rating, 4.3 out of 5 stars
    ·
    266 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Sensors for a Carbon Free World

    Skills you'll gain: Electrical Power, Power Electronics, Electrical Systems, Torque (Physics), Electric Power Systems, Basic Electrical Systems, Electrical Engineering, Electronic Components, Semiconductors, Mechanical Engineering, Mechanical Design, Control Systems, Electronics, Engineering Calculations, Low Voltage, High Voltage, Machine Controls, System Monitoring, Energy and Utilities, Thermal Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    87 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Finite Element Analysis Convergence and Mesh Independence

    Skills you'll gain: Finite Element Methods, Simulation and Simulation Software, Cloud Engineering, Engineering Analysis, Simulations, Mechanical Design, Engineering Design Process, Verification And Validation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    244 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Internet of Things and AI Cloud

    Skills you'll gain: Session Initiation Protocols, Cloud Development, Android Development, Integrated Development Environments, Cloud Computing Architecture, GitHub, Cloud Computing, Application Development, Android (Operating System), Amazon Web Services, Software Design Documents, System Design and Implementation, Internet Of Things, Unit Testing, Android Studio, Telecommunications, Image Analysis, Embedded Software, Mobile Development, Computer Vision

    4.2
    Rating, 4.2 out of 5 stars
    ·
    1.8K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    Technical University of Munich (TUM)

    Digitalisation in Aeronautics and Space

    Skills you'll gain: Global Positioning Systems, Human Factors, Manufacturing and Production, Digital Transformation, Environmental Monitoring, Control Systems, Aerospace Basic Quality System Standards, Manufacturing Processes, Production Process, Automation, Structural Analysis, Engineering Analysis, Leadership, Big Data, Communication Systems, Human Machine Interfaces, Cybersecurity, Spatial Data Analysis, Mathematical Modeling, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
    ·
    483 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Rapid Prototyping Using 3D Printing: Arizona State University
  • Electrodynamics: An Introduction: Korea Advanced Institute of Science and Technology(KAIST)
  • Digital Signal Processing 1: Basic Concepts and Algorithms: École Polytechnique Fédérale de Lausanne
  • Introduction to solar cells: Technical University of Denmark (DTU)
  • Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets: UNSW Sydney (The University of New South Wales)
  • Wireless Communications for Everybody: Yonsei University
  • Renewable Energy Technology Fundamentals: University of Colorado Boulder
  • Fundamentals of Macroscopic and Microscopic Thermodynamics: University of Colorado Boulder
  • Sensors for a Carbon Free World: University of Colorado Boulder
  • Finite Element Analysis Convergence and Mesh Independence: Coursera

Skills you can learn in Machine Learning

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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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