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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


  • G

    Georgia Institute of Technology

    Introduction to User Experience Design

    Skills you'll gain: User Experience Design, Prototyping, User Experience, User Centered Design, User Interface and User Experience (UI/UX) Design, Usability, Requirements Analysis, UI/UX Research, Requirements Elicitation, User Interface (UI), Design Research, Interaction Design, User Interface (UI) Design, Usability Testing, User Research

    4.6 stars, 9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    Reproducible Training Data and ML-Ready Data Pipelines

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Feature Engineering, Responsible AI, Data Quality, Data Governance, Test Data, Data Pipelines, Model Evaluation, Data Integrity, Release Management, Data Validation, AI Workflows, Metadata Management, Quality Assurance, Data Collection, Taxonomy, Verification And Validation, Record Keeping, Continuous Monitoring

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • É

    École Polytechnique

    Wind resources for renewable energies

    Skills you'll gain: Energy and Utilities, Hydraulics, Physical Science, Estimation, Mechanical Engineering, Mathematical Modeling, Engineering Analysis

    3.6 stars, 130 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.6 (130) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Practical Machine Learning

    Skills you'll gain: Model Evaluation, Predictive Modeling, Machine Learning Algorithms, Model Training, Machine Learning Methods, Feature Engineering, Supervised Learning, Machine Learning Software, Classification And Regression Tree (CART), Predictive Analytics, Applied Machine Learning, Data Preprocessing, R Programming, Classification Algorithms, Machine Learning, Random Forest Algorithm, Regression Analysis

    4.5 stars, 3.3K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (3.3K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Incrementar - Parte 2 y Controlar

    Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Lean Manufacturing, Statistical Process Controls, Quality Control, Quality Monitoring, Continuous Improvement Process, Predictive Modeling, Production Process, Process Improvement, Mathematical Modeling, Predictive Analytics, Kanban Principles, Workflow Management, Inventory Control, Regression Analysis, Root Cause Analysis, Statistical Modeling, Management Reporting, Production Schedule

    4.9 stars, 96 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (96) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IIT Bombay

    Introduction to Internet of Things

    Skills you'll gain: Internet Of Things, Network Protocols, Wireless Networks, General Networking, Interoperability, Emerging Technologies, Data Analysis, Communication Systems, Systems Design, Regression Analysis, Systems Architecture, Unsupervised Learning

    4.7 stars, 86 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • T

    Technical University of Munich (TUM)

    Digitalisation in the Aerospace Industry

    Skills you'll gain: Human Factors, Manufacturing Processes, Aerospace Basic Quality System Standards, Production Process, Automation, Leadership, Robotics, Digital Transformation, Maintenance, Repair, and Facility Services, AI Integrations, Artificial Intelligence, Simulation and Simulation Software

    4.6 stars, 286 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • B

    Banco Interamericano de Desarrollo

    Natural Disaster Risk in Infrastructure Projects

    Skills you'll gain: Risk Analysis, Project Risk Management, Risk Management, Risk Management Framework, Mitigation, Hazard Analysis, Risk Mitigation, Disaster Recovery, Contingency Planning, Climate Change Adaptation, Vulnerability, Economic Development

    4.6 stars, 250 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (250) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of London

    Machine Learning for All

    Skills you'll gain: Model Training, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Feature Engineering, Machine Learning, Artificial Intelligence, Statistical Machine Learning, Model Evaluation, Data Literacy, Machine Learning Algorithms, AI literacy, Responsible AI, Data Collection

    4.7 stars, 3.5K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (3.5K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • É

    École Polytechnique Fédérale de Lausanne

    Transmission electron microscopy for materials science

    Skills you'll gain: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Laboratory Research, Scientific Visualization, Laboratory Equipment, Chemistry, Physics, Applied Mathematics, Schematic Diagrams

    4.5 stars, 126 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (126) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Rigid Body Dynamics

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

    4.6 stars, 27 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.6 (27) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • 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
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In summary, here are 10 of our most popular feature engineering courses

  • Introduction to User Experience Design: Georgia Institute of Technology
  • Reproducible Training Data and ML-Ready Data Pipelines: IBM
  • Wind resources for renewable energies: École Polytechnique
  • Practical Machine Learning: Johns Hopkins University
  • Incrementar - Parte 2 y Controlar: Tecnológico de Monterrey
  • Introduction to Internet of Things: IIT Bombay
  • Digitalisation in the Aerospace Industry: Technical University of Munich (TUM)
  • Natural Disaster Risk in Infrastructure Projects: Banco Interamericano de Desarrollo
  • Machine Learning for All: University of London
  • Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne

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Python Programming (33)
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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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