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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


  • M

    MathWorks

    Powering the Future with Electrification

    Skills you'll gain: Electrical Systems, Electrical Power, Model Based Systems Engineering, Electric Power Systems, Climate Change Mitigation, Energy and Utilities, Environmental Issue, Engineering Software

    4.9 stars, 22 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (22) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    Advanced Manufacturing Enterprise

    Skills you'll gain: Product Lifecycle Management, Performance Measurement, Manufacturing Operations, Supply Chain Management, Manufacturing and Production, Operations Management, Enterprise Resource Planning, Production Planning, Material Requirements Planning, Data Integration, Business Process Management, Data Collection, Digital Transformation, Data Security, Enterprise Application Management, Data Management, Decision Making

    4.6 stars, 645 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • N

    Northwestern University

    Modern Robotics, Course 6: Capstone Project, Mobile Manipulation

    Skills you'll gain: Control Systems, Robotics, Simulation and Simulation Software, Virtual Environment, Simulations, Matlab, Mathematical Modeling, Applied Mathematics, Estimation

    4.9 stars, 63 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    Renewable Energy: Fundamentals and Job Opportunities

    Skills you'll gain: Building Design, Sustainable Technologies, Environmental Issue, Sustainable Development, Electrical Systems, Energy and Utilities, Sustainable Design, Sustainable Architecture, Sustainable Engineering, Electric Power Systems, Sustainability Standards, Materials science, Workforce Planning, Gap Analysis, Workforce Development, Climate Change Mitigation, Training Programs, Environmental Policy, Emerging Technologies, Semiconductors

    4.7 stars, 234 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • T

    Taipei Medical University

    Artificial Intelligence in Bioinformatics

    Skills you'll gain: Bioinformatics, Informatics, Model Training, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Technical Communication, Machine Learning Methods, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, AI Workflows, Random Forest Algorithm, Artificial Intelligence, Predictive Modeling, Molecular Biology, Natural Language Processing, Biology, Data Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • L

    L&T EduTech

    Power System Modelling and Fault Analysis

    Skills you'll gain: Electrical Systems, Electric Power Systems, Electrical Power, Energy and Utilities, Electrical Equipment, Three-Phase, High Voltage, Wiring Diagram, Electrical Engineering, Systems Analysis, Failure Analysis, Engineering Analysis, Mathematical Modeling, Simulation and Simulation Software, Engineering Calculations, Simulations, Network Analysis

    4.3 stars, 26 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (26) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Rice University

    Physics 101 - Rotational Motion and Gravitation

    Skills you'll gain: Torque (Physics), Mechanics, Physics, Physical Science, Mechanical Engineering, Trigonometry, Calculus, Mathematical Modeling, Applied Mathematics, Problem Solving

    4.7 stars, 102 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    Collaborative Robot Safety: Design & Deployment

    Skills you'll gain: Safety Standards, Safety Training, Safety Assurance, Robotics, Hazard Analysis, Equipment Design, Risk Control, Human Factors, Product Testing, Failure Analysis, Automation, Manufacturing and Production

    4.7 stars, 260 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • U

    Universidad Nacional Autónoma de México

    Gestión integral del riesgo de desastres

    Skills you'll gain: Risk Management, Mitigation, Risk Management Framework, Crisis Management, Risk Mitigation, Risk Analysis, Vulnerability Assessments, Policy Development, Governance, Vulnerability, Public Policies

    4.8 stars, 333 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (333) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • T

    The Hong Kong University of Science and Technology

    Python and Statistics for Financial Analysis

    Skills you'll gain: Statistical Inference, Portfolio Risk, Statistical Methods, Pandas (Python Package), Statistical Hypothesis Testing, Probability & Statistics, Risk Analysis, Statistics, Financial Trading, Financial Data, Data Manipulation, Statistical Analysis, Risk Management, Feature Engineering, Regression Analysis, Financial Analysis, Jupyter, Financial Market, Python Programming, Data Visualization

    4.4 stars, 4.6K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (4.6K) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Electrodynamics: Analysis of Electric Fields

    Skills you'll gain: electromagnetics, Electrical Engineering, Electronic Components, Materials science, Engineering Analysis, Applied Mathematics, Scientific Visualization, Engineering Calculations, Differential Equations, Physics, Energy and Utilities, Mathematical Modeling

    4.7 stars, 175 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (175) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    Technical University of Munich (TUM)

    Urban Air Mobility

    Skills you'll gain: Traffic Flow Optimization, Transportation Management, Transportation Operations, Sustainable Systems, Demand Planning, Environmental Regulations, Sustainable Design, Environmental Issue, Sustainable Engineering, Regulatory Requirements, Law, Regulation, and Compliance, Sustainable Business, Feasibility Studies, Regulatory Affairs, Emerging Technologies, Regulatory Compliance, Safety Assurance, Concept Of Operations, Customer Demand Planning, Data-Driven Decision-Making

    4.5 stars, 94 reviews, Intermediate, Course, 1 - 3 Months

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

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

  • Powering the Future with Electrification: MathWorks
  • Advanced Manufacturing Enterprise: University at Buffalo
  • Modern Robotics, Course 6: Capstone Project, Mobile Manipulation: Northwestern University
  • Renewable Energy: Fundamentals and Job Opportunities: University at Buffalo
  • Artificial Intelligence in Bioinformatics: Taipei Medical University
  • Power System Modelling and Fault Analysis: L&T EduTech
  • Physics 101 - Rotational Motion and Gravitation: Rice University
  • Collaborative Robot Safety: Design & Deployment: University at Buffalo
  • Gestión integral del riesgo de desastres: Universidad Nacional Autónoma de México
  • Python and Statistics for Financial Analysis: The Hong Kong University of Science and Technology

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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