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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


  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Particle Dynamics

    Skills you'll gain: Mechanics, Mechanical Engineering, Engineering Analysis, Torque (Physics), Physics, Engineering Calculations, Differential Equations, Integral Calculus, Calculus, Applied Mathematics

    4.7 stars, 38 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.7 (38) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • I

    ISAE-SUPAERO

    Flight mechanics - Lift and trajectory

    Skills you'll gain: Hazard Analysis, Risk Control, Vibrations, Safety Standards, Structural Analysis, Mechanics, Engineering Analysis, Mathematical Modeling

    4.7 stars, 76 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (76) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    Digital Thread: Implementation

    Skills you'll gain: Manufacturing Operations, Manufacturing Processes, Product Design, Digital Analysis, Manufacturing and Production, Business Analysis Tools, Production Process, Digital Transformation, Design Software, Digital Design, IT Infrastructure, Hardware Architecture, Technology Strategies, Information Technology

    4.7 stars, 475 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (475) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Pipe Material Specification

    Skills you'll gain: Engineering Drawings, Mechanical Drawings, Structural Analysis, Design Specifications, Mechanical Design, Technical Drawing, Engineering Analysis, Process Flow Diagrams, Manufacturing Standards, Thermal Management, Technical Standard, Engineering Calculations, Vibrations, Simulation and Simulation Software, Materials science

    4.4 stars, 46 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (46) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Project Management

    Skills you'll gain: User Story, Engineering Management, Stakeholder Analysis, Project Scoping, Team Leadership, Team Management, Scope Management, Agile Project Management, Scrum (Software Development), Team Performance Management, Sprint Planning, Risk Management, Agile Methodology, Project Planning, Stakeholder Management, Leadership and Management, Team Building, Project Management, Budget Management, Stakeholder Communications

    4.7 stars, 1.6K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (1.6K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • L

    L&T EduTech

    Precast Structural System

    Skills you'll gain: Shop Drawing, Construction, Structural Engineering, Building Codes, Drafting and Engineering Design, Structural Analysis, Construction Inspection, Building Design, Construction Engineering, Manufacturing Processes, Engineering Practices, Civil Engineering, Production Process, Engineering Tolerance, Architecture and Construction, Architectural Engineering, Verification And Validation, Engineering Software, Engineering Design Process, Commercial Construction

    4.7 stars, 15 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.7 (15) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Renewable Power and Electricity Systems

    Skills you'll gain: Energy and Utilities, Electric Power Systems, Electrical Power, Electrical Systems, Basic Electrical Systems, Electrical Equipment, Plant Operations and Management, Sustainable Technologies, Reliability, Capacity Planning, Market Opportunities, Market Dynamics, Capacity Management, Case Studies, Customer Demand Planning, Forecasting, Wholesaling, Demand Planning

    4.7 stars, 311 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (311) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    AutoCAD for beginners: Drafting blueprints and schematics

    Skills you'll gain: AutoCAD, Architectural Drawing, Drafting and Engineering Design, Blueprinting, Technical Drawing, Computer-Aided Design, Plot (Graphics)

    4.3 stars, 74 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (74) · Beginner · Guided Project · Less Than 2 Hours

  • A

    Arizona State University

    Semiconductor Packaging Manufacturing

    Skills you'll gain: Statistical Process Controls, Process Control, Quality Assurance, Semiconductors, Process Validation, Production Process, Verification And Validation, Manufacturing Operations, Manufacturing Processes, Manufacturing and Production, Manufacturing Standards, Process Improvement, Process Analysis, Product Testing, Process Flow Diagrams, Electronics Engineering, Electronics, Reliability, Performance Testing

    4.7 stars, 77 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (77) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to Cloud Computing

    Skills you'll gain: Cloud Infrastructure, Cloud Platforms, Cloud Computing, Cloud Computing Architecture, Cloud Services, Cloud Development, Cloud Deployment, Cloud Security, Cloud Technologies, Software Development, Data Storage, Infrastructure Architecture, Data Storage Technologies, Cloud Engineering, Docker (Software), Public Cloud, Containerization, Cloud-Native Computing, Cloud Standards, DevOps

    4.6 stars, 7.8K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (7.8K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Approximation Methods

    Skills you'll gain: Numerical Analysis, Applied Mathematics, Electrical Engineering, Mathematical Modeling, Linear Algebra, Differential Equations, Physics, Calculus

    4.4 stars, 14 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (14) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • M

    Microsoft

    Excel and Copilot Fundamentals

    Skills you'll gain: Prompt Engineering, Excel Formulas, Microsoft Copilot, Microsoft Excel, Data Visualization, Data Analysis, Data Entry, Data Analysis Software, Microsoft Office, Spreadsheet Software, Data Manipulation, User Interface (UI)

    4.3 stars, 446 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (446) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…899091…522

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

  • Particle Dynamics: Korea Advanced Institute of Science and Technology(KAIST)
  • Flight mechanics - Lift and trajectory: ISAE-SUPAERO
  • Digital Thread: Implementation: University at Buffalo
  • Pipe Material Specification: L&T EduTech
  • Project Management: University of Colorado Boulder
  • Precast Structural System: L&T EduTech
  • Renewable Power and Electricity Systems: University of Colorado Boulder
  • AutoCAD for beginners: Drafting blueprints and schematics: Coursera
  • Semiconductor Packaging Manufacturing: Arizona State University
  • Introduction to Cloud Computing: IBM

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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