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  • Feature Engineering

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


  • P

    Pontificia Universidad CatĂ³lica de Chile

    AnĂ¡lisis de Sistemas de Transporte

    Skills you'll gain: Transportation Operations, Transportation Management, Traffic Flow Optimization, Network Analysis, Operations Research, Systems Analysis, Policy Analysis, Program Evaluation, Demand Planning, Mathematical Modeling, Econometrics, Markov Model, Cost Benefit Analysis, Statistical Modeling, Social Impact, Decision Making

    4.7 stars, 784 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (784) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California, Santa Cruz

    Cyber-Physical Systems: Modeling and Simulation

    Skills you'll gain: Systems Design, Model Based Systems Engineering, Simulation and Simulation Software, Cyber Engineering, Mathematical Modeling, Simulations, Network Model, Embedded Systems, Systems Analysis, Computational Logic, Digital Communications, Differential Equations

    4.6 stars, 56 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (56) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Maryland, College Park

    The Effect of Fires on People, Property and the Environment

    Skills you'll gain: Fire And Life Safety, Safety Standards, Health And Safety Standards, Safety Assurance, Accident Prevention, Hazard Analysis, Injury Prevention, Engineering Practices, Building Codes, Environment Health And Safety, Environmental Issue, Engineering Design Process, Building Design, Environment, Risk Management, Human Factors, Chemistry, Emergency Response

    4.7 stars, 586 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (586) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Alberta

    Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Machine Learning, Sampling (Statistics), Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Systems Development, Simulations, Solution Architecture, Agentic systems, Feature Engineering, Model Training, Markov Model, Decision Intelligence, Supervised Learning, Algorithms, Model Evaluation, Applied Machine Learning, Artificial Neural Networks

    4.7 stars, 3.6K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (3.6K) · Intermediate · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Predictive Models for Toxic Chemical Releases

    Skills you'll gain: Chemical Engineering, Hazard Analysis, Safety Assurance, Process Engineering, Engineering Analysis, Environmental Engineering, Predictive Modeling, Engineering Calculations, Mathematical Modeling, Estimation, Mechanics, Applied Mathematics

    4.6 stars, 64 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (64) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Technical University of Munich (TUM)

    Digitalisation in Space Research

    Skills you'll gain: Global Positioning Systems, Digital Transformation, Environmental Monitoring, Manufacturing and Production, Geospatial Information and Technology, Image Analysis, AI literacy, Cybersecurity, Spatial Data Analysis, Digital Analysis, Artificial Intelligence, Cyber Risk, Cyber Attacks, Telecommunications, Cloud Services, Cloud Computing, Data Storage, Reliability

    4.8 stars, 107 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (107) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Airport Infrastructure Development

    Skills you'll gain: Civil Engineering, Construction Engineering, Land Development, Building Information Modeling, Construction, Construction Management, Aerospace Basic Quality System Standards, Capacity Planning, Building Design, Building Services Engineering, Facility Management, Facility Repair And Maintenance, Landscape Architecture, Construction Estimating, Architectural Design, Environmental Engineering, Security Strategy, Energy and Utilities, Process Analysis, Engineering Plans And Specifications

    4.8 stars, 21 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (21) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    AWS Cloud Technology Consultant

    Skills you'll gain: AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Large Language Modeling, Amazon CloudWatch, Identity and Access Management, AWS CloudFormation, Amazon DynamoDB, Software Development Life Cycle, CI/CD, Amazon Web Services, Professional Networking, Prompt Engineering, IT Automation, Extract, Transform, Load, Software Architecture, Cloud Computing Architecture, Cloud Management, Data Management, Problem Solving, Teamwork

    4.8 stars, 7.1K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (7.1K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
  • Y

    Yonsei University

    Advanced Functional Ceramics

    Skills you'll gain: Materials science, Semiconductors, Thermal Management, Electrical Engineering, Engineering, Manufacturing Processes, Physical Science, Chemical Engineering, Electronic Components, Display Devices, electromagnetics, Chemistry, Physics

    4.7 stars, 160 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (160) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Politecnico di Milano

    Water: an essential resource

    Skills you'll gain: Water Quality, Water Sustainability, Water Resource Management, Sustainable Development, Environmental Engineering, Environmental Engineering and Restoration, Sanitation, Environmental Monitoring, Sustainable Engineering, Sustainable Design, Human Centered Design, Risk Analysis, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    4.7 stars, 61 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (61) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • D

    Dassault Systèmes

    SOLIDWORKS Assemblies and Exam Level Part Modeling

    Skills you'll gain: SolidWorks (CAD), Assembly Drawing, 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Mechanical Design, Engineering Drawings, Simulation and Simulation Software

    4.7 stars, 60 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (60) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Steel Multi Storey Building - System Design

    Skills you'll gain: Construction Inspection, Structural Analysis, Structural Engineering, Building Design, Construction, Engineering Plans And Specifications, Building Codes, Building Services Engineering, Architecture and Construction, Industrial Design, Shop Drawing, Architectural Engineering, Construction Engineering, Architectural Design, Engineering Drawings, Computer-Aided Design, Failure Analysis, Technical Drawing, Design Specifications, Engineering Analysis

    4.9 stars, 55 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.9 (55) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular feature engineering courses

  • AnĂ¡lisis de Sistemas de Transporte: Pontificia Universidad CatĂ³lica de Chile
  • Cyber-Physical Systems: Modeling and Simulation: University of California, Santa Cruz
  • The Effect of Fires on People, Property and the Environment: University of Maryland, College Park
  • Reinforcement Learning: University of Alberta
  • Predictive Models for Toxic Chemical Releases: University of California, Davis
  • Digitalisation in Space Research: Technical University of Munich (TUM)
  • Airport Infrastructure Development: L&T EduTech
  • AWS Cloud Technology Consultant: Amazon Web Services
  • Advanced Functional Ceramics: Yonsei University
  • Water: an essential resource: Politecnico di Milano

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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