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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

    • A

      American Museum of Natural History

      Our Earth's Future

      Skills you'll gain: Social Sciences, Environmental Issue, Socioeconomics, Economics, Policy, and Social Studies, Mitigation, Environment, Scientific Methods, Environmental Science, Physical Science, Natural Resource Management, Anthropology, Water Resources, Scientific Visualization, Mathematical Modeling, Simulation and Simulation Software

      4.7
      Rating, 4.7 out of 5 stars
      ·
      809 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Real-Time Embedded Systems

      Skills you'll gain: Real-Time Operating Systems, Embedded Systems, Control Systems, Reliability, Software Systems, Embedded Software, Performance Tuning, Systems Architecture, Hardware Architecture, Software Architecture, Verification And Validation, Software Design, Debugging, System Design and Implementation, Hardware Design, System Programming, Service Level, Operating Systems, OS Process Management, Linux

      Build toward a degree

      3.9
      Rating, 3.9 out of 5 stars
      ·
      105 reviews

      Intermediate · Specialization · 3 - 6 Months

    • U

      Universidad de Palermo

      Inteligencia Artificial (IA): Interacciones y prompts

      Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Artificial Intelligence, AI Personalization, Large Language Modeling, Content Creation, Ethical Standards And Conduct

      4.9
      Rating, 4.9 out of 5 stars
      ·
      783 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Unilever

      Unilever Digital Marketing Analyst

      Skills you'll gain: Data Storytelling, Marketing Automation, Web Analytics, Marketing Effectiveness, Marketing Analytics, Customer Insights, Digital Marketing, Social Media Campaigns, Market Analysis, Google Analytics, Social Media Marketing, Customer Analysis, Search Engine Marketing, Marketing Strategies, Social Media Strategy, Customer experience strategy (CX), Performance Reporting, Search Engine Optimization, Predictive Analytics, MarTech

      4.7
      Rating, 4.7 out of 5 stars
      ·
      253 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      F

      Fractal Analytics

      Fractal Data Science

      Skills you'll gain: Data Storytelling, Decision Making, Critical Thinking, Database Design, Data Manipulation, Data Presentation, Power BI, Data Visualization, Exploratory Data Analysis, Feature Engineering, Interactive Data Visualization, Data Analysis Expressions (DAX), Human Centered Design, Storyboarding, SQL, Applied Machine Learning, Problem Solving, Data Modeling, Machine Learning, Machine Learning Algorithms

      4.5
      Rating, 4.5 out of 5 stars
      ·
      347 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      Dartmouth College

      C Programming with Linux

      Skills you'll gain: Command-Line Interface, C (Programming Language), Linux Commands, Computer Programming Tools, Embedded Systems, Embedded Software, Programming Principles, Computer Engineering, Linux Servers, Linux, File Systems, System Programming, Build Tools, Data Structures, Unix, Program Development, Development Environment, Algorithms, Computer Architecture, Software Documentation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      399 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      A

      Akamai Technologies, Inc.

      Akamai Customer Consulting and Support

      Skills you'll gain: SQL, Linux, Endpoint Security, Database Management, HTML and CSS, Incident Response, Relational Databases, Network Security, Database Systems, Vulnerability Scanning, Linux Administration, File Systems, Routing Protocols, OSI Models, Responsive Web Design, Hypertext Markup Language (HTML), Application Development, Remote Access Systems, Scripting, MySQL

      4.7
      Rating, 4.7 out of 5 stars
      ·
      267 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • U

      University of Amsterdam

      Big History - From the Big Bang until Today

      Skills you'll gain: World History, Ancient History, Cultural Diversity, Physical Science, Anthropology, Timelines, Social Sciences, Economics, Policy, and Social Studies, Environment, Environmental Science, Biology, Physics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      249 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Gemini for Google Workspace

      Skills you'll gain: Storytelling, Video Production, Workflow Management, Photo/Video Production and Technology, Prompt Engineering, Video Editing, Google Workspace, Generative AI, Productivity Software, Google Sheets, Gmail, Project Planning, Multimedia, Media Production, Spreadsheet Software, Operational Efficiency, Process Improvement, AI Personalization, Google Docs, Collaborative Software

      4.5
      Rating, 4.5 out of 5 stars
      ·
      144 reviews

      Beginner · Specialization · 1 - 3 Months

    • U

      University of Geneva

      Simulation and modeling of natural processes

      Skills you'll gain: Simulations, Python Programming, Differential Equations, Numerical Analysis, Mathematical Modeling, Probability, Artificial Intelligence and Machine Learning (AI/ML), Computational Thinking, Visualization (Computer Graphics), Mechanics, Algorithms

      4.3
      Rating, 4.3 out of 5 stars
      ·
      398 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Good with Words: Speaking and Presenting

      Skills you'll gain: Tactfulness, Public Speaking, Storytelling, Verbal Communication Skills, Persuasive Communication, Non-Verbal Communication, Communication, Cognitive flexibility, Communication Strategies, Presentations, Interpersonal Communications, Rapport Building, Creativity, Constructive Feedback, Empathy, Social Skills, Professionalism, Active Listening, Optimism, Adaptability

      4.6
      Rating, 4.6 out of 5 stars
      ·
      308 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Agentic AI and AI Agents: A Primer for Leaders

      Skills you'll gain: Generative AI Agents, Workflow Management, Agentic systems, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Process Automation, Generative AI, Automation, Business Transformation, Technology Strategies, Business Strategy, Strategic Decision-Making, Emerging Technologies

      4.7
      Rating, 4.7 out of 5 stars
      ·
      258 reviews

      Beginner · Course · 1 - 4 Weeks

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    1…676869…293

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

    • Our Earth's Future: American Museum of Natural History
    • Real-Time Embedded Systems: University of Colorado Boulder
    • Inteligencia Artificial (IA): Interacciones y prompts: Universidad de Palermo
    • Unilever Digital Marketing Analyst: Unilever
    • Fractal Data Science: Fractal Analytics
    • C Programming with Linux: Dartmouth College
    • Akamai Customer Consulting and Support: Akamai Technologies, Inc.
    • Big History - From the Big Bang until Today: University of Amsterdam
    • Gemini for Google Workspace: Google Cloud
    • Simulation and modeling of natural processes: University of Geneva

    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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