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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


  • Status: Preview
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    L

    Lund University

    1.5° Lifestyles: Mainstreaming Everyday Sustainability

    Skills you'll gain: Sustainable Development, Sustainable Business, Climate Change Mitigation, Resource Consumption Accounting, Climate Change Adaptation, Systems Thinking, Consumer Behaviour, Sustainability Standards, Education and Training, Environmental Social And Corporate Governance (ESG), Community Development, Economics, Environmental Policy, Public Policies, Critical Thinking

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Stanford University

    AI in Healthcare Capstone

    Skills you'll gain: Health Informatics, Clinical Data Management, Healthcare Ethics, Responsible AI, Data Collection, Applied Machine Learning, Application Deployment, Health Care Procedure and Regulation, Data Ethics, Machine Learning, Patient-centered Care, Artificial Intelligence, Healthcare Industry Knowledge, Performance Tuning, Feature Engineering, Risk Modeling, Data Validation, Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    295 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Banco Interamericano de Desarrollo

    Análisis cualitativo y cuantitativo del riesgo de desastres

    Skills you'll gain: Risk Analysis, Risk Management, Risk Modeling, Hazard Analysis, Mitigation, Project Risk Management, Failure Analysis, Risk Mitigation, Disaster Recovery, Failure Mode And Effects Analysis, Climate Change Adaptation, Vulnerability Assessments, Public Policies, Quantitative Research, Qualitative Research

    4.4
    Rating, 4.4 out of 5 stars
    ·
    14 reviews

    Advanced · Course · 1 - 4 Weeks

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    U

    Universidad Nacional Autónoma de México

    Astronomía básica

    Skills you'll gain: Physical Science, Physics, Life Sciences, Environment, General Science and Research, Global Positioning Systems, Biology, Systems Of Measurement, Estimation, Geospatial Information and Technology, Scientific Visualization

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    E

    EDUCBA

    Deep Learning with Python: CNN, ANN & RNN

    Skills you'll gain: Keras (Neural Network Library), Image Analysis, Deep Learning, Artificial Neural Networks, Tensorflow, Data Processing, Computer Vision, Data Transformation, Financial Forecasting, Applied Machine Learning, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Python Programming, Customer Analysis, Predictive Modeling, Google Cloud Platform, Development Environment

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    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
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    50K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    PepsiCo

    The Water Cycle

    Skills you'll gain: Water Resources, Hydrology, Water Resource Management, Water Sustainability, Water Quality, Environment and Resource Management, Natural Resource Management, Environment, Environmental Science, Quantitative Research, Environmental Monitoring

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    N

    National Taiwan University

    Operations Research

    Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Business Mathematics, Network Model, Business Modeling, Industrial Engineering, Linear Algebra, Business Operations, Applied Mathematics, Operations Management, Algorithms, Resource Allocation, Case Studies, Engineering Calculations, Project Design, Machine Learning, Program Implementation, Business Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    715 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    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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    E

    Edge Impulse

    Introduction to Embedded Machine Learning

    Skills you'll gain: Applied Machine Learning, Embedded Systems, Data Processing, Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Deep Learning, Data Analysis, Feature Engineering, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
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    744 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Cloud Computing

    Skills you'll gain: Cloud Computing Architecture, Cloud Services, Cloud Security, Cloud Infrastructure, Cloud Platforms, Cloud Hosting, Cloud Engineering, Cloud Computing, Cloud Solutions, Cloud Development, Cloud Storage, Emerging Technologies, Cloud-Native Computing, Cloud Management, Hybrid Cloud Computing, IBM Cloud, Virtual Machines, Serverless Computing, Technical Services, DevOps

    4.6
    Rating, 4.6 out of 5 stars
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    7.6K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    E

    EDUCBA

    Machine Learning Projects in R with Caret

    Skills you'll gain: Applied Machine Learning, Unsupervised Learning, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Feature Engineering, Machine Learning, Data Validation, Data Processing, Machine Learning Algorithms, Data Manipulation, Exploratory Data Analysis, Data Integrity, Analysis, Statistical Analysis

    Mixed · Course · 1 - 4 Weeks

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

  • 1.5° Lifestyles: Mainstreaming Everyday Sustainability: Lund University
  • AI in Healthcare Capstone: Stanford University
  • Análisis cualitativo y cuantitativo del riesgo de desastres : Banco Interamericano de Desarrollo
  • Astronomía básica: Universidad Nacional Autónoma de México
  • Deep Learning with Python: CNN, ANN & RNN: EDUCBA
  • Preparing for Google Cloud Certification: Cloud Network Engr: Google Cloud
  • The Water Cycle: PepsiCo
  • Operations Research: National Taiwan University
  • Foundations of Statistical Learning & Algorithms: Northeastern University
  • Introduction to Embedded Machine Learning: Edge Impulse

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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