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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

    • S

      Siemens

      Introduction to Solid Edge

      Skills you'll gain: Computer-Aided Design, SolidWorks (CAD), Drafting and Engineering Design, Data Import/Export, Assembly Drawing, Mechanical Drawings, Technical Drawing, 3D Modeling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      71 reviews

      Beginner · Course · 1 - 3 Months

    • Y

      Yale University

      Tropical Forest Landscapes 101: Conservation & Restoration

      Skills you'll gain: Land Management, Environmental Science, Environment, Natural Resource Management, Environmental Resource Management, Biology, Water Resources, Social Studies, Finance, Community Development

      4.9
      Rating, 4.9 out of 5 stars
      ·
      162 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      E

      EDUCBA

      Embedded Software Development with C

      Skills you'll gain: Embedded Software, C (Programming Language), Embedded Systems, Debugging, Peripheral Devices, Integrated Development Environments, Development Environment, System Programming, Data Structures, Hardware Troubleshooting, Microarchitecture, Programming Principles, Performance Tuning, Computer Architecture, C++ (Programming Language), Hardware Architecture, Computer Hardware, Computer Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      188 reviews

      Intermediate · Specialization · 3 - 6 Months

    • T

      Technical University of Munich (TUM)

      Urban Air Mobility

      Skills you'll gain: Transportation Operations, Environmental Issue, Feasibility Studies, Emerging Technologies, Regulatory Compliance, Concept Of Operations, Data-Driven Decision-Making, Market Dynamics, Human Factors, Supply And Demand, Company, Product, and Service Knowledge

      4.4
      Rating, 4.4 out of 5 stars
      ·
      83 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Raspberry Pi Projects

      Skills you'll gain: Hardware Design, Electronic Hardware, Schematic Diagrams, Electronics, Computer-Aided Design, Mechanical Design, Remote Access Systems, Linux, Digital Communications, Restful API, Web Applications, Security Controls, Telecommunications, Electronic Components, Data Processing, Technical Design, Hardware Troubleshooting, Data Science, Embedded Software, Data Cleansing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      86 reviews

      Beginner · Specialization · 3 - 6 Months

    • C

      Campus BBVA

      El ABC de la sostenibilidad

      Skills you'll gain: Sustainability Reporting, Corporate Sustainability, Environment, Environmental Resource Management, Environmental Social And Corporate Governance (ESG), Natural Resource Management, Social Justice, Stakeholder Engagement, Economic Development, Performance Measurement, International Relations, Diversity and Inclusion

      4.8
      Rating, 4.8 out of 5 stars
      ·
      301 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Pontificia Universidad Católica de Chile

      Electrónica en cápsulas

      Skills you'll gain: Semiconductors, Electronic Systems, Electronics, Electronic Components, Basic Electrical Systems, Electronics Engineering, Power Electronics, Engineering Design Process, Schematic Diagrams, Performance Testing, Computational Logic, System Design and Implementation, Engineering Analysis, Mathematical Modeling, Engineering Calculations

      4.8
      Rating, 4.8 out of 5 stars
      ·
      182 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Secure Coding Practices

      Skills you'll gain: Threat Modeling, Open Web Application Security Project (OWASP), Secure Coding, Cryptography, Authentications, Encryption, Penetration Testing, Application Security, Data Security, Security Controls, Vulnerability Assessments, Software Design, C and C++, Authorization (Computing), Java, Linux, Programming Principles, Debugging, Security Engineering, Personally Identifiable Information

      4.5
      Rating, 4.5 out of 5 stars
      ·
      592 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Diode - pn Junction and Metal Semiconductor Contact

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

      4.5
      Rating, 4.5 out of 5 stars
      ·
      292 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      The Hong Kong University of Science and Technology

      Software Engineering: Modeling Software Systems using UML

      Skills you'll gain: Requirements Analysis, Unified Modeling Language, Object Oriented Design, Functional Requirement, Data Modeling, Object Oriented Programming (OOP), Systems Development Life Cycle, System Requirements, Software Development, Software Engineering, Software Systems

      4.5
      Rating, 4.5 out of 5 stars
      ·
      307 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Maryland, College Park

      Product Management Essentials

      Skills you'll gain: Stakeholder Management, Product Management, Team Leadership, Product Development, New Product Development, Commercialization, Product Lifecycle Management, Team Management, Product Roadmaps, Product Strategy, Cross-Functional Team Leadership, Marketing, Market Opportunities, Product Design, Agile Methodology, User Experience

      4.6
      Rating, 4.6 out of 5 stars
      ·
      326 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版

      Skills you'll gain: Google Cloud Platform, Data Pipelines, Dataflow, Cloud Storage, Data Warehousing, Unstructured Data, Real Time Data, Data Lakes, Cloud Engineering, Data Infrastructure, Big Data, Cloud Infrastructure, MLOps (Machine Learning Operations), Dashboard, Data Processing, Extract, Transform, Load, Data Analysis, Data Architecture, Database Architecture and Administration, Data Modeling

      4.4
      Rating, 4.4 out of 5 stars
      ·
      296 reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    Feature Engineering learners also search

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    1…666768…293

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

    • Introduction to Solid Edge: Siemens
    • Tropical Forest Landscapes 101: Conservation & Restoration: Yale University
    • Embedded Software Development with C: EDUCBA
    • Urban Air Mobility: Technical University of Munich (TUM)
    • Raspberry Pi Projects: Johns Hopkins University
    • El ABC de la sostenibilidad : Campus BBVA
    • Electrónica en cápsulas: Pontificia Universidad Católica de Chile
    • Secure Coding Practices: University of California, Davis
    • Diode - pn Junction and Metal Semiconductor Contact: University of Colorado Boulder
    • Software Engineering: Modeling Software Systems using UML: The Hong Kong University of Science and Technology

    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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