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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

    • É

      École Polytechnique

      Mécanique quantique

      Skills you'll gain: Physics, Mechanics, Semiconductors, Linear Algebra, Probability, Calculus, Differential Equations, Advanced Mathematics, Mathematical Modeling, Experimentation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      149 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Semiconductor Characterization

      Skills you'll gain: Semiconductors, Electronic Components, Failure Analysis, Electronic Systems, Image Analysis, Electronics, Laboratory Equipment, Basic Electrical Systems, Laboratory Testing, Manufacturing Processes, Electrical Engineering, Process Control, Chemistry, Laboratory Research, Data Analysis Software, Quantitative Research, Scientific Visualization, Estimation, Qualitative Research, Engineering Calculations

      4.8
      Rating, 4.8 out of 5 stars
      ·
      82 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Java Enterprise Edition

      Skills you'll gain: Java Platform Enterprise Edition (J2EE), Application Deployment, Web Applications, Application Servers, Java, Object-Relational Mapping, Application Development, Web Development, Web Servers, Application Frameworks, Scripting, Middleware, Server Side, Javascript and jQuery, Data Storage, Apache Tomcat, Enterprise Architecture, Data Sharing, Hypertext Markup Language (HTML), Model View Controller

      4.6
      Rating, 4.6 out of 5 stars
      ·
      210 reviews

      Intermediate · Specialization · 1 - 3 Months

    • U

      University of Toronto

      Learn to Program: Crafting Quality Code

      Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Unit Testing, Python Programming, Algorithms, Test Case, Software Testing, Debugging, Computational Thinking

      4.6
      Rating, 4.6 out of 5 stars
      ·
      728 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Quantum Mechanics

      Skills you'll gain: Quantitative Research, Mechanics, Mathematical Software, Engineering Analysis, Numerical Analysis, Chemistry, Physics, Mathematical Modeling, Differential Equations

      4.5
      Rating, 4.5 out of 5 stars
      ·
      724 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Fire and Life Safety Systems

      Skills you'll gain: Fire And Life Safety, Building Codes, Pump Stations, Blueprint Reading, Process Flow Diagrams, Construction, Safety Training, Hydraulics, Construction Inspection, Safety Assurance, Plumbing, Building Design, Electrical Systems, Engineering Drawings, System Requirements, Safety and Security, Facility Management and Maintenance, Structural Analysis, Threat Detection, Water Resources

      4.6
      Rating, 4.6 out of 5 stars
      ·
      63 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Transistor - Field Effect Transistor and Bipolar Junction Transistor

      Skills you'll gain: Semiconductors, Electronic Components, Electrical Engineering, Electronics, Electronics Engineering

      4.2
      Rating, 4.2 out of 5 stars
      ·
      85 reviews

      Advanced · Course · 1 - 4 Weeks

    • J

      Johns Hopkins University

      Systems Science and Obesity

      Skills you'll gain: Systems Thinking, Epidemiology, Systems Analysis, Simulations, Network Analysis, Public Health, Network Model, Agentic systems, Social Sciences, Behavioral Health, Economics, Software Installation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      205 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Primary and Secondary Batteries

      Skills you'll gain: Energy and Utilities, Basic Electrical Systems, Electrical Power, Electrical Systems, Chemistry, Manufacturing and Production, Engineering Calculations, Performance Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      81 reviews

      Beginner · Course · 1 - 4 Weeks

    • B

      Board Infinity

      Mastering Laravel Framework and PHP

      Skills you'll gain: Model View Controller, Restful API, Secure Coding, Application Deployment, PHP (Scripting Language), Web Development, Database Development, Database Management, Application Security, Application Development, Web Applications, Application Frameworks, Authentications, Middleware

      4.3
      Rating, 4.3 out of 5 stars
      ·
      162 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Architecting with Google Kubernetes Engine en Portuguese

      Skills you'll gain: Kubernetes, Google Cloud Platform, Containerization, Cloud Infrastructure, Cloud Applications, Generative AI, CI/CD, Cloud-Native Computing, Cloud Storage, Identity and Access Management, Infrastructure As A Service (IaaS), Prompt Engineering, Scalability, Network Infrastructure, Cloud Computing Architecture, Virtual Machines, Cloud Computing, Data Storage, Application Deployment, Continuous Integration

      4.8
      Rating, 4.8 out of 5 stars
      ·
      769 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Human Factors in AI

      Skills you'll gain: Data Ethics, Human Computer Interaction, User Experience Design, Human Centered Design, Human Factors, Personally Identifiable Information, Usability, Information Privacy, Artificial Intelligence, Design Thinking, Machine Learning, Law, Regulation, and Compliance

      4.7
      Rating, 4.7 out of 5 stars
      ·
      124 reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Mécanique quantique: École Polytechnique
    • Semiconductor Characterization: Arizona State University
    • Java Enterprise Edition: LearnQuest
    • Learn to Program: Crafting Quality Code: University of Toronto
    • Quantum Mechanics: University of Colorado Boulder
    • Fire and Life Safety Systems: L&T EduTech
    • Transistor - Field Effect Transistor and Bipolar Junction Transistor: University of Colorado Boulder
    • Systems Science and Obesity: Johns Hopkins University
    • Primary and Secondary Batteries: Arizona State University
    • Mastering Laravel Framework and PHP: Board Infinity

    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)

    Frequently Asked Questions about Feature Engineering

    Feature engineering is a process within machine learning that transforms raw data into features that a machine can recognize as part of the problem to be solved. It's a way of manually improving the observations and variables that a machine is learning based upon the data that you have. Features are tables that consist of the variables and observations that are meaningful to the problem you're trying to solve. Feature engineering consists of determining which features work best with the problem you're solving, creating the features, checking how the features work, and improving them.‎

    It's important to learn about the process of feature engineering because it can influence the result of solving a problem better than relying on algorithms alone, which means you can better solve problems based on the data that you have. When you use feature engineering properly, you can exert a positive influence on the results you achieve from the data that you're working with. To put it simply, the better features you put into the machine, the better problem solutions you'll see as a result. That's where a thorough knowledge of feature engineering comes in. The better you are at inputting features, the better you'll be at making the most of your data.‎

    Data analysts and engineers call upon their knowledge of feature engineering in their careers. Engineers in a host of disciplines analyze, clean, and improve the data that they work with every day, and you'll find data specialists who work with feature engineering in fields as vast as healthcare, aerospace, and defense. The growing fields of mobile gaming and e-commerce also hire feature engineers to better analyze the data that they depend on.‎

    Whether you're looking to learn the basics of feature engineering or acquire more advanced knowledge, taking online courses on Coursera and partners like IBM and Google can help you learn the concepts and practical applications of feature engineering. You can learn about how feature engineering works in certain applications like Google Cloud or MATLAB or aim for a specialized certificate. No matter which of the feature engineering courses you choose to take, you'll have the opportunity to learn new skills that may be beneficial to your career.‎

    Online Feature Engineering courses offer a convenient and flexible way to enhance your knowledge or learn new Feature Engineering skills. Choose from a wide range of Feature Engineering courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Feature Engineering, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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