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    • Feature Engineering

    Feature Engineering Courses Online

    Explore feature engineering for improving machine learning models. Learn to create, select, and transform features for model accuracy.

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    Explore the Feature Engineering Course Catalog

    • Status: New
      New
      Status: Preview
      Preview
      E

      EDUCBA

      Python: Logistic Regression & Supervised ML

      Skills you'll gain: Feature Engineering, Supervised Learning, Exploratory Data Analysis, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Machine Learning, Classification And Regression Tree (CART), Statistical Modeling, Pandas (Python Package), NumPy, Data Cleansing, Data Manipulation

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      B

      Banco Interamericano de Desarrollo

      Dimensions of Sustainable Infrastructure in a Project

      Skills you'll gain: Sustainable Development, Environmental Social And Corporate Governance (ESG), Sustainable Engineering, Economic Development, Strategic Partnership, Environmental Issue, Climate Change Adaptation, Stakeholder Engagement, Governance, Diversity and Inclusion

      5
      Rating, 5 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      L

      Lund University

      Urban Climate Governance: Towards 1.5° Celsius Alignment

      Skills you'll gain: Climate Change Mitigation, Climate Change Adaptation, Environment, Environmental Engineering and Restoration, Sustainable Development, Energy and Utilities, Sustainable Architecture, Scientific Methods, Sustainable Technologies, Policty Analysis, Research, and Development, Transportation Operations, Environmental Policy, Governance

      5
      Rating, 5 out of 5 stars
      ·
      17 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Foundations for Everyone

      Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Responsible AI, ChatGPT, Workflow Management, Action Oriented, No-Code Development, Natural Language Processing, Business Workflow Analysis, Self Service Technologies, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), IBM Cloud, Machine Learning, Deep Learning, LLM Application, Business Intelligence, Artificial Intelligence, Data Science

      4.7
      Rating, 4.7 out of 5 stars
      ·
      31K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Practical Machine Learning

      Skills you'll gain: Predictive Modeling, Machine Learning Algorithms, Statistical Machine Learning, Feature Engineering, Supervised Learning, Classification And Regression Tree (CART), Applied Machine Learning, Decision Tree Learning, R Programming, Machine Learning, Random Forest Algorithm, Regression Analysis, Data Processing, Data Collection

      4.5
      Rating, 4.5 out of 5 stars
      ·
      3.3K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      The Physics of Emergence: Introduction to Condensed Matter

      Skills you'll gain: Physics, Physical Science, Materials science, Semiconductors, Chemistry, Mechanics, Advanced Mathematics, Mathematical Modeling, Computational Thinking, Simulations, Applied Mathematics, Calculus

      4.8
      Rating, 4.8 out of 5 stars
      ·
      19 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      V

      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
      ·
      7.8K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Meta Front-End Developer

      Skills you'll gain: Jest (JavaScript Testing Framework), Version Control, UI/UX Research, Usability Testing, Responsive Web Design, Data Structures, Unix Commands, HTML and CSS, Git (Version Control System), Persona (User Experience), GitHub, Interaction Design, Bootstrap (Front-End Framework), React.js, Mobile Development, Front-End Web Development, Algorithms, Web Development Tools, Javascript, Cascading Style Sheets (CSS)

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      23K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Front-End Developer

      Skills you'll gain: Bootstrap (Front-End Framework), Software Development Life Cycle, Software Architecture, React Redux, Cloud-Native Computing, Responsive Web Design, NoSQL, Git (Version Control System), GitHub, Webpack, Application Development, MongoDB, Agile Methodology, Software Design, Cascading Style Sheets (CSS), React.js, Browser Compatibility, HTML and CSS, User Experience Design, Engineering Software

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7.3K 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, Cloud Technologies, Cybersecurity, Cloud Platforms, Cloud Hosting, Cloud Engineering, Network Protocols, Network Security, Peripheral Devices, Computer Hardware, Cyber Attacks, System Configuration, Artificial Intelligence, OSI Models, Data Security, Cloud Infrastructure, Computer Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      11K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      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: Free Trial
      Free Trial
      A

      Arizona State University

      The Limits of Human Perception

      Skills you'll gain: Display Devices, Human Computer Interaction, Human Factors, Human Machine Interfaces, Usability, Computer Displays, User Interface and User Experience (UI/UX) Design, Graphic and Visual Design, Design

      Intermediate · Course · 1 - 3 Months

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

    • Python: Logistic Regression & Supervised ML: EDUCBA
    • Dimensions of Sustainable Infrastructure in a Project: Banco Interamericano de Desarrollo
    • Urban Climate Governance: Towards 1.5° Celsius Alignment: Lund University
    • AI Foundations for Everyone: IBM
    • Practical Machine Learning: Johns Hopkins University
    • The Physics of Emergence: Introduction to Condensed Matter: University of Colorado Boulder
    • Generative AI Strategic Leader: Vanderbilt University
    • Meta Front-End Developer: Meta
    • IBM Front-End Developer: IBM
    • Information Technology (IT) and Cloud Fundamentals: 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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