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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
    Free
    R

    Rice University

    General Chemistry: Concept Development and Application

    Skills you'll gain: Chemistry, Biochemistry, Physics, Laboratory Research, Scientific Methods, Experimentation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.2K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Sungkyunkwan University

    Energy Harvesting

    Skills you'll gain: Energy and Utilities, Materials science, Mechanical Engineering, Electrical Power, Physics, Power Electronics, Sustainable Technologies, Electrical Engineering, Electronics, Sustainable Engineering, Innovation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    43 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Wind Turbine Sensors

    Skills you'll gain: Electrical Power, Electrical Systems, Electric Power Systems, Mechanical Engineering, Mechanical Design, Electronic Components, Energy and Utilities, Architectural Engineering, System Monitoring, Vibrations, Control Systems, Performance Tuning, Engineering Calculations

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    The University of Edinburgh

    Climate Change: Carbon Capture and Storage

    Skills you'll gain: Climate Change Mitigation, Energy and Utilities, Pollution Prevention, Oil and Gas, Economics, Sustainable Technologies, Environmental Policy, Environmental Engineering, Environmental Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    93 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    BIM Fundamentals: Smarter Building Design & Planning

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Document Management, Construction, Engineering Documentation, Architectural Drawing, Project Coordination, Computer-Aided Design, Digital Transformation, Architectural Design, Collaboration, 3D Modeling, Data Management, Data Modeling, Coordination, Data Visualization

    4.2
    Rating, 4.2 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Introduction to Additive Manufacturing Processes

    Skills you'll gain: Manufacturing Processes, Schematic Diagrams, Computer-Aided Design, Production Process, 3D Modeling, 3D Assets, Materials science, Emerging Technologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    112 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    MathWorks

    Image Segmentation, Filtering, and Region Analysis

    Skills you'll gain: Image Analysis, Matlab, Computer Vision, Medical Imaging, Spatial Analysis, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    50 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    IIT Bombay

    Introduction to Internet of Things

    Skills you'll gain: Internet Of Things, Network Protocols, Wireless Networks, Emerging Technologies, Data Analysis, Communication Systems, Scikit Learn (Machine Learning Library), Regression Analysis, Systems Architecture, Pandas (Python Package), Unsupervised Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    73 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad de los Andes

    Análisis de Sistemas Eléctricos y Transición Energética

    Skills you'll gain: Electric Power Systems, Electrical Power, Electrical Systems, Energy and Utilities, Three-Phase, High Voltage, Electrical Engineering, Sustainability Standards, Sustainable Systems, Sustainable Development, Sustainable Technologies, Reliability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    129 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University at Buffalo

    Energy: The Enterprise

    Skills you'll gain: Energy and Utilities, Workforce Development, Sustainable Development, Sustainable Technologies, Electric Power Systems, Environment and Resource Management, Environmental Science, Innovation, Emerging Technologies, Market Dynamics, Climate Change Mitigation, Operational Efficiency

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    AI for Design and Optimization

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, AI Product Strategy, Technical Design, Machine Learning, Data-Driven Decision-Making, Deep Learning, Algorithms

    4.3
    Rating, 4.3 out of 5 stars
    ·
    59 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Introduction to Biology: Ecology, Evolution, & Biodiversity

    Skills you'll gain: Biology, Environment, Microbiology, Environmental Science, Life Sciences, Environmental Issue, Environment and Resource Management, Sustainable Development, Demography, Natural Resource Management, Physiology, Molecular Biology, Taxonomy, Cell Biology, Anatomy, Climate Change Adaptation, Estimation, Mathematical Modeling, Scientific Methods, Climate Change Mitigation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    247 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • General Chemistry: Concept Development and Application: Rice University
  • Energy Harvesting: Sungkyunkwan University
  • Wind Turbine Sensors: University of Colorado Boulder
  • Climate Change: Carbon Capture and Storage: The University of Edinburgh
  • BIM Fundamentals: Smarter Building Design & Planning: Coursera
  • Introduction to Additive Manufacturing Processes: Arizona State University
  • Image Segmentation, Filtering, and Region Analysis: MathWorks
  • Introduction to Internet of Things: IIT Bombay
  • Análisis de Sistemas Eléctricos y Transición Energética: Universidad de los Andes
  • Energy: The Enterprise: University at Buffalo

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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