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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: New
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    Vanderbilt University

    Generative AI Strategic Leader

    Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI Agents, Prompt Patterns, Generative AI, Workflow Management, LLM Application, Productivity, OpenAI, Agentic systems, Strategic Decision-Making, Business Intelligence, Business Leadership, Data-Driven Decision-Making, Organizational Leadership, Automation, Strategic Planning, Talent Acquisition, Procurement, Planning

    4.8
    Rating, 4.8 out of 5 stars
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    8.6K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    C

    Coursera

    The Road to Autonomy: Exploring EV Technologies

    Skills you'll gain: Automation, Electric Power Systems, Sustainable Technologies, Safety and Security, Emerging Technologies, Control Systems, Global Positioning Systems, Environmental Issue, Computer Vision, Artificial Intelligence, Technology Solutions

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    École Polytechnique

    Voyages de l'infiniment grand à l'infiniment petit

    Skills you'll gain: Physics, Laboratory Research, General Science and Research, Materials science, Experimentation, Scientific Methods, Radiation Therapy, Research, Chemistry, Engineering, Scientific, and Technical Instruments, Physical Science, Radiology, Laboratory Equipment, Biomedical Technology, Emerging Technologies, Science and Research, Scientific Visualization, Energy and Utilities, X-Ray Computed Tomography, Innovation

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Michigan

    The History of Rocket Science

    Skills you'll gain: Manufacturing and Production, World History, International Relations, Political Sciences, Emerging Technologies, Timelines, Innovation, Engineering Design Process

    4.9
    Rating, 4.9 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

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    U
    D

    Multiple educators

    Object Oriented Programming in Java

    Skills you'll gain: Unit Testing, Data Structures, Event-Driven Programming, Interactive Data Visualization, Java, Java Programming, User Interface (UI), Object Oriented Programming (OOP), Debugging, Object Oriented Design, Computer Programming, Cryptography, Software Engineering, Performance Tuning, Encryption, Algorithms, Programming Principles, Data Analysis, Software Design, Problem Solving

    4.6
    Rating, 4.6 out of 5 stars
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    15K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    I

    IBM

    Generative AI for Data Engineers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Database Design, Data Pipelines, Query Languages, Extract, Transform, Load, Responsible AI, Data Warehousing, Data Ethics, Data Infrastructure, AI Product Strategy, Data Architecture, Data Mining, Data Synthesis, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Analysis, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Illinois Urbana-Champaign

    Discovering the Basics of Wetlands

    Skills you'll gain: Hydrology, Water Resources, Water Quality, Environmental Science, Biology, Natural Resource Management, Environment, Climate Change Adaptation, Microbiology

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    IBM Machine Learning

    Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Feature Engineering, Regression Analysis, Dimensionality Reduction, Time Series Analysis and Forecasting, Reinforcement Learning, Generative Model Architectures, Data Cleansing, Data Access, Deep Learning, Data Analysis, Applied Machine Learning, Predictive Modeling, Statistical Inference, Data Science, Machine Learning Algorithms, Machine Learning, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    3.5K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado System

    Nonlinear Kalman Filters (and Parameter Estimation)

    Skills you'll gain: Estimation, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Control Systems, Simulation and Simulation Software, Probability & Statistics, System Implementation, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    IBM

    GenAI for SEO: A Hands-On Playbook

    Skills you'll gain: Prompt Engineering, Keyword Research, Google Gemini, Generative AI, Search Engine Optimization, Content Strategy, Digital Marketing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    People, Policy & Wetlands: Social Dimensions of Conservation

    Skills you'll gain: Stakeholder Engagement, Community Outreach, Water Resource Management, Water Resources, Cultural Diversity, Policy Analysis, Social Sciences, Cultural Sensitivity, Environmental Laws, Environmental Engineering, Natural Resource Management, Water Quality, Case Studies, Environmental Issue, Environmental Policy, Environment and Resource Management, Environmental Regulations, Environmental Engineering and Restoration, Climate Change Adaptation, Regulatory Compliance

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    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
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Generative AI Strategic Leader: Vanderbilt University
  • The Road to Autonomy: Exploring EV Technologies: Coursera
  • Voyages de l'infiniment grand à l'infiniment petit: École Polytechnique
  • The History of Rocket Science: University of Michigan
  • Object Oriented Programming in Java: University of California San Diego
  • Generative AI for Data Engineers: IBM
  • Discovering the Basics of Wetlands: University of Illinois Urbana-Champaign
  • IBM Machine Learning: IBM
  • Nonlinear Kalman Filters (and Parameter Estimation): University of Colorado System
  • GenAI for SEO: A Hands-On Playbook: IBM

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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