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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: Preview
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    Pontificia Universidad Católica de Chile

    Electrones en Acción: Electrónica y Arduinos para tus propios Inventos

    Skills you'll gain: Basic Electrical Systems, Electronics, Electronic Systems, Electronic Hardware, Electronic Components, Control Systems, Hardware Design, Embedded Systems, Programming Principles, Computer Programming

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

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Rice University

    Physics 102 - Electric Charges and Fields

    Skills you'll gain: Basic Electrical Systems, Electrical Engineering, Physics, Mechanics, Electrical Systems, Calculus, Mathematical Modeling, Trigonometry, Problem Solving, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    186 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Electrodynamics: In-depth Solutions for Maxwell’s Equations

    Skills you'll gain: Basic Electrical Systems, Electrical Engineering, Electrical Systems, Differential Equations, Electronic Components, Advanced Mathematics, Integral Calculus, Electronics, Applied Mathematics, Physics, Mathematical Modeling, Engineering Analysis, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
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    117 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    DeepLearning.AI

    Supervised Machine Learning: Regression and Classification

    Skills you'll gain: Supervised Learning, Applied Machine Learning, Jupyter, Scikit Learn (Machine Learning Library), Machine Learning, NumPy, Predictive Modeling, Feature Engineering, Artificial Intelligence, Classification And Regression Tree (CART), Python Programming, Regression Analysis, Statistical Modeling, Data Transformation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    31K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University at Buffalo

    Cyber Security in Manufacturing

    Skills you'll gain: Intrusion Detection and Prevention, Security Controls, Incident Response, Vulnerability Assessments, Software Development Life Cycle, Cybersecurity, Cyber Security Assessment, Threat Detection, Information Assurance, Network Security, Risk Management Framework, Cloud Security, Authentications

    4.7
    Rating, 4.7 out of 5 stars
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    658 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    UNSW Sydney (The University of New South Wales)

    Remote Sensing Image Acquisition, Analysis and Applications

    Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Computer Vision, Spatial Analysis, Machine Learning, Dimensionality Reduction, Linear Algebra, Deep Learning, Data Validation, Supervised Learning, Probability & Statistics, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
    ·
    179 reviews

    Intermediate · Course · 3 - 6 Months

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    Universidad Nacional Autónoma de México

    Cómo autoconstruir tu vivienda. Segunda etapa

    Skills you'll gain: Electrical Systems, Electrical Wiring, Hydraulics, Plumbing, Basic Electrical Systems, Construction, Architecture and Construction, Construction Engineering, Building Codes, Structural Engineering

    4.8
    Rating, 4.8 out of 5 stars
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    266 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    L&T EduTech

    Formwork for concreting

    Skills you'll gain: Construction, Construction Engineering, Building Codes, Construction Management, Building Information Modeling, Construction Estimating, Cost Estimation, Structural Engineering, Commercial Construction, Blueprint Reading, Architectural Drawing, Engineering Drawings, Civil and Architectural Engineering, Construction Inspection, Safety Standards, Technical Drawing, Structural Analysis, Visualization (Computer Graphics), Failure Analysis, Safety Assurance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    20 reviews

    Advanced · Specialization · 1 - 3 Months

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    É

    École Polytechnique Fédérale de Lausanne

    Mécanique Lagrangienne

    Skills you'll gain: Mechanics, Vibrations, Engineering Analysis, Advanced Mathematics, Physics, Engineering Calculations, Differential Equations, Linear Algebra, Calculus, Mathematical Modeling, Applied Mathematics, Experimentation

    4.6
    Rating, 4.6 out of 5 stars
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    37 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Sustainability and the Circular Economy

    Skills you'll gain: Sustainable Development, Sustainable Engineering, Sustainable Technologies, Sustainable Business, Sustainability Standards, Organizational Leadership, Corporate Sustainability, Strategic Leadership, Business Leadership, Environment, Architectural Design, Building Design, Climate Change Mitigation, Environmental Science, Environmental Engineering, Energy and Utilities, Environmental Policy, Economics

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    83 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Colorado System

    Fundamentals of Global Energy Business

    Skills you'll gain: Energy and Utilities, Oil and Gas, Strategic Thinking, Global Marketing, Business Analysis, Business Economics, Supply And Demand, Stakeholder Analysis, Business Analytics, Economics, Political Sciences, Environment and Resource Management, Natural Resource Management, Emerging Technologies

    4.6
    Rating, 4.6 out of 5 stars
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    505 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Product Development using AutoCAD

    Skills you'll gain: Computer-Aided Design, AutoCAD, Drafting and Engineering Design, Product Design, Product Development, Technical Drawing, Design

    4.5
    Rating, 4.5 out of 5 stars
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    167 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Electrones en Acción: Electrónica y Arduinos para tus propios Inventos: Pontificia Universidad Católica de Chile
  • Physics 102 - Electric Charges and Fields: Rice University
  • Electrodynamics: In-depth Solutions for Maxwell’s Equations: Korea Advanced Institute of Science and Technology(KAIST)
  • Supervised Machine Learning: Regression and Classification : DeepLearning.AI
  • Cyber Security in Manufacturing : University at Buffalo
  • Remote Sensing Image Acquisition, Analysis and Applications: UNSW Sydney (The University of New South Wales)
  • Cómo autoconstruir tu vivienda. Segunda etapa: Universidad Nacional Autónoma de México
  • Formwork for concreting: L&T EduTech
  • Mécanique Lagrangienne: École Polytechnique Fédérale de Lausanne
  • Sustainability and the Circular Economy: University of Colorado Boulder

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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