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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


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Spacecraft Formation Flying and Control Capstone Project

    Skills you'll gain: Control Systems, Systems Engineering, Mechanics, Mathematical Modeling, Simulation and Simulation Software, Engineering Analysis, Engineering Calculations, Engineering Design Process

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
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    U

    Universidad de los Andes

    Energía total: Producción, transporte y almacenamiento

    Skills you'll gain: Energy and Utilities, Thermal Management, Transportation Operations, Climate Change Mitigation, Environmental Issue, Sustainable Technologies, Sustainable Engineering, Electric Power Systems, Production Process, Materials science, Emerging Technologies

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    IBM JavaScript Backend Developer

    Skills you'll gain: Software Development Life Cycle, Open Web Application Security Project (OWASP), Containerization, Istio, Software Architecture, Node.JS, Application Deployment, Restful API, Kubernetes, Database Design, Cloud-Native Computing, Responsive Web Design, NoSQL, OpenShift, Git (Version Control System), Ajax, Grafana, Javascript, Azure DevOps, Engineering Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8.5K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Information Technology (IT) and Cloud Fundamentals

    Skills you'll gain: Cloud Computing Architecture, Cloud Services, Generative AI, Cloud Security, Cybersecurity, Cloud Platforms, Cloud Hosting, Cloud Engineering, Cloud Computing, Data Storage, Peripheral Devices, Computer Hardware, Cyber Attacks, System Configuration, Artificial Intelligence, OSI Models, General Networking, Data Security, Cloud Infrastructure, Computer Programming

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Arizona State University

    How Can We Measure and Study Human Error?

    Skills you'll gain: Usability, Usability Testing, Interaction Design, User Experience Design, Human Computer Interaction, Human Centered Design, Human Factors, User Interface (UI), User Research, Data Collection, Research Design, Research Methodologies, Experimentation, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    DevOps to MLOps Bootcamp– Build & Deploy ML Systems

    Skills you'll gain: Data Engineering, Application Deployment, YAML, Virtual Environment

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Design of Hydropower Structures

    Skills you'll gain: Hydraulics, Structural Engineering, Civil Engineering, Hydrology, Water Resource Management, Environmental Engineering, Structural Analysis, Construction, Mechanical Design, Engineering Analysis, Engineering Design Process

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Planning with Climate Change in Mind

    Skills you'll gain: Climate Change Adaptation, Corporate Sustainability, Environmental Resource Management, Climate Change Mitigation, Environment, Community Development, Water Resource Management, Risk Analysis, Environmental Science, Sustainability Reporting, Energy and Utilities, Case Studies

    4.9
    Rating, 4.9 out of 5 stars
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    75 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    Frozen in the Ice: Exploring the Arctic

    Skills you'll gain: Climate Change Programs, Environment, Systems Thinking, Cultural Sensitivity, Geographic Information Systems, Hydrology, Climate Change Adaptation, Environmental Monitoring, International Relations, Mathematical Modeling, Physical Science, Environmental Science, Biology, Scientific Methods, Physics, Research, Data Collection, Chemistry

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    AI for Medicine

    Skills you'll gain: Deep Learning, Statistical Analysis, Clinical Trials, Risk Modeling, Data Analysis, Precision Medicine, Decision Tree Learning, Predictive Modeling, Applied Machine Learning, Feature Engineering, Patient Treatment, Image Analysis, AI Personalization, Diagnostic Radiology, Machine Learning, Random Forest Algorithm, Forecasting, Data Processing, Artificial Intelligence, Tensorflow

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.4K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Technion - Israel Institute of Technology

    التقانة والمستشعرات النانوية - الجزء الثاني

    Skills you'll gain: Materials science, Semiconductors, Biomedical Engineering, Electronics Engineering, Laboratory Testing, Environmental Monitoring, Chemistry, Electronic Components, Manufacturing Processes

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Northeastern University

    Foundations of Statistical Learning & Algorithms

    Skills you'll gain: Linear Algebra, Statistical Machine Learning, Mathematics and Mathematical Modeling, Statistical Modeling, Probability, Probability & Statistics, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, General Mathematics, Machine Learning, Applied Mathematics, Statistical Inference, Algebra

    Mixed · Course · 1 - 4 Weeks

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

  • Spacecraft Formation Flying and Control Capstone Project: University of Colorado Boulder
  • Energía total: Producción, transporte y almacenamiento: Universidad de los Andes
  • IBM JavaScript Backend Developer: IBM
  • Information Technology (IT) and Cloud Fundamentals: IBM
  • How Can We Measure and Study Human Error?: Arizona State University
  • DevOps to MLOps Bootcamp– Build & Deploy ML Systems: Packt
  • Design of Hydropower Structures: L&T EduTech
  • Planning with Climate Change in Mind: University of Colorado Boulder
  • Frozen in the Ice: Exploring the Arctic: University of Colorado Boulder
  • AI for Medicine: DeepLearning.AI

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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