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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
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    Stanford University

    Introduction to Clinical Data

    Skills you'll gain: Feature Engineering, Data Ethics, Clinical Research, Clinical Data Management, Health Informatics, Unstructured Data, Health Care, Data Mining, Electronic Medical Record, Data Transformation, Data Collection, Text Mining, Data Processing, Medical Imaging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    482 reviews

    Beginner · Course · 1 - 3 Months

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    Northwestern University

    현대 로봇공학, 강좌 5: 로봇 매니퓰레이션 및 차륜형 이동 로봇

    Skills you'll gain: Machine Controls, Automation Engineering, Robotic Process Automation, Mathematical Modeling, Mechanics, Control Systems, Mechanical Engineering, Engineering, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics, Calculus

    Intermediate · Course · 1 - 4 Weeks

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    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

  • Status: Free Trial
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    Google Cloud

    Preparing for Google Cloud Certification: Cloud Network Engr

    Skills you'll gain: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, System Monitoring, Prompt Engineering, Kubernetes, Network Performance Management, Network Monitoring, Firewall, Cloud Computing Architecture, Containerization, Network Architecture, Network Security, Cloud Storage, Cloud Services, Network Routing, Virtual Private Networks (VPN), Network Troubleshooting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    50K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    Banco Interamericano de Desarrollo

    Sustainable Infrastructure Project Financing

    Skills you'll gain: Project Finance, Sustainable Development, Environmental Social And Corporate Governance (ESG), Private Equity, Capital Markets, Economic Development, Innovation, Loans, Sustainability Standards, Financial Market, Investments

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    The University of Edinburgh

    Climate Solutions: UAE

    Skills you'll gain: Climate Change Adaptation, Climate Change Mitigation, Risk Analysis, Environmental Policy, Environment, Environmental Science, Sustainable Development, Drive Engagement, Empowerment

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Project Management: Foundations and Initiation

    Skills you'll gain: Engineering Management, Team Leadership, Stakeholder Management, Team Management, Project Scoping, Leadership and Management, Resource Management, Team Building, Requirements Management, Stakeholder Analysis, Project Management, Project Management Life Cycle, Communication, Business Communication

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    940 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Universal Theories

    Skills you'll gain: Physics, Materials science, Semiconductors, Physical Science, Mathematical Modeling, Advanced Mathematics, Calculus, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Cannabis Propagation

    Skills you'll gain: Biology, Environmental Science

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Predictive Analytics with SAS: Build & Deploy Models

    Skills you'll gain: SAS (Software), Predictive Analytics, Regression Analysis, Statistical Modeling, Business Analytics, Machine Learning Methods, Data Cleansing, Data Mining, Data Modeling, Feature Engineering, Application Deployment, Statistical Analysis, Decision Tree Learning, Data Transformation, Process Flow Diagrams, Artificial Neural Networks, Performance Metric

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Colorado Boulder

    Field Safety Training: Changing the Culture of Fieldwork

    Skills you'll gain: Disabilities, Workplace inclusivity, Emergency Response, Professionalism, Risk Management, De-escalation Techniques, Communication Strategies

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    EDUCBA

    AI Driven Machine Learning with Python

    Skills you'll gain: Regression Analysis, Matplotlib, Feature Engineering, Time Series Analysis and Forecasting, Jupyter, Image Analysis, Scikit Learn (Machine Learning Library), Applied Machine Learning, Tensorflow, Data Visualization, Machine Learning Algorithms, Amazon Web Services, Python Programming, Cloud Applications, Data Transformation, Predictive Modeling, Data Processing, Health Informatics, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Specialization · 1 - 3 Months

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

  • Introduction to Clinical Data: Stanford University
  • 현대 로봇공학, 강좌 5: 로봇 매니퓰레이션 및 차륜형 이동 로봇: Northwestern University
  • Foundations of Statistical Learning & Algorithms: Northeastern University
  • Preparing for Google Cloud Certification: Cloud Network Engr: Google Cloud
  • Sustainable Infrastructure Project Financing: Banco Interamericano de Desarrollo
  • Climate Solutions: UAE: The University of Edinburgh
  • Project Management: Foundations and Initiation: University of Colorado Boulder
  • Universal Theories: University of Colorado Boulder
  • Cannabis Propagation: University of Illinois Urbana-Champaign
  • Predictive Analytics with SAS: Build & Deploy Models: EDUCBA

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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