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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: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Foundations of Quantum Mechanics

      Skills you'll gain: Linear Algebra, Physics, Mechanics, Probability, Advanced Mathematics, Mathematical Modeling, Mathematical Theory & Analysis, Engineering Analysis, Differential Equations, Physical Science

      4.5
      Rating, 4.5 out of 5 stars
      ·
      81 reviews

      Intermediate · Course · 1 - 3 Months

    • N

      National Taiwan University

      機器人學一 (Robotics (1))

      Skills you'll gain: Automation Engineering, Mechanical Engineering, Linear Algebra, Engineering Calculations, Trigonometry, Applied Mathematics, Control Systems, Mathematical Modeling, Spatial Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      63 reviews

      Beginner · Course · 1 - 3 Months

    • T

      Tally Education and Distribution Services Private Limited

      Payroll & HR Management

      Skills you'll gain: Payroll, Payroll Systems, Payroll Administration, Payroll Processing, Payroll Reporting, Income Tax, Human Resources Software, Compensation Management, Tax Compliance, Tax Laws

      4.3
      Rating, 4.3 out of 5 stars
      ·
      34 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      Cisco Learning and Certifications

      Network Automation Engineering Fundamentals

      Skills you'll gain: Ansible, Development Environment, Postman API Platform, Restful API, Authentications, YAML, Software Development Methodologies, Software-Defined Networking, CI/CD, DevOps, IT Automation, Network Engineering, Network Architecture, Network Administration, Application Programming Interface (API), Scripting, JSON, Data Modeling, Network Protocols, Network Routing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      130 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Decentralized Finance (DeFi) Deep Dive

      Skills you'll gain: Loans, Lending and Underwriting, Blockchain, Commercial Lending, General Lending, Derivatives, FinTech, Market Liquidity, Financial Trading, Futures Exchange, Securities (Finance), Digital Assets, Liquidation, Market Data, Transaction Processing, Asset Management, Arbitration, Risk Management, Governance

      4.9
      Rating, 4.9 out of 5 stars
      ·
      287 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Meta

      Ingeniero en base de datos de Meta

      Skills you'll gain: MySQL, MySQL Workbench, Database Management, Relational Databases, Data Modeling, SQL, Database Design, Version Control, Data Warehousing, Database Management Systems, Database Theory, Unix Commands, Extract, Transform, Load, Databases, Git (Version Control System), Django (Web Framework), Algorithms, Test Driven Development (TDD), Unit Testing, Pseudocode

      4.8
      Rating, 4.8 out of 5 stars
      ·
      336 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft Copilot: Your Everyday AI Companion

      Skills you'll gain: Prompt Engineering, Microsoft Copilot, Regulation and Legal Compliance, Data Ethics, Generative AI, Data Governance, Customer Relationship Management (CRM) Software, Marketing Automation, Microsoft 365, Customer experience improvement, Compliance Training, Business Process Automation, Workflow Management, Compliance Management, Self Service Technologies, Sales Process, Sales Strategy, Microsoft Teams, Customer Service, Information Privacy

      4.4
      Rating, 4.4 out of 5 stars
      ·
      57 reviews

      Beginner · Specialization · 1 - 3 Months

    • U

      University of Michigan

      People, Technology and the Future of Mobility

      Skills you'll gain: Automation, Electric Power Systems, Policy Analysis, Socioeconomics, Social Justice, Economics, Policy, and Social Studies, Emerging Technologies, Disabilities, Transportation Operations, Health Equity, Technology Roadmaps, Social Sciences, Diversity Equity and Inclusion Initiatives, Environment, Human Factors (Security), Surveys, Augmented and Virtual Reality (AR/VR), Artificial Intelligence, Information Privacy, Infrastructure Architecture

      4.7
      Rating, 4.7 out of 5 stars
      ·
      665 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Fundamentals of Digital Design for VLSI Chip Design

      Skills you'll gain: Field-Programmable Gate Array (FPGA), Application Specific Integrated Circuits, Computational Logic, Computer Architecture, Hardware Design, Electronics Engineering, Electronics, Programmable Logic Controllers, Electronic Systems, Semiconductors, Electronic Components, Data Storage, Data Storage Technologies

      4.6
      Rating, 4.6 out of 5 stars
      ·
      90 reviews

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of Cape Town

      Writing your World: Finding yourself in the academic space

      Skills you'll gain: Writing, Culture, Liberal Arts, Editing, Cultural Diversity, Peer Review, Proofreading, Research, Sociology, Style Guides, Creativity, Student Engagement, Learning Strategies

      4.7
      Rating, 4.7 out of 5 stars
      ·
      257 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Introduction to Food and Our Environment

      Skills you'll gain: Food and Beverage, Nutrition and Diet, Environment, Environmental Issue, Waste Minimization, Environmental Science, Product Lifecycle Management, Pollution Prevention, Emerging Technologies, Innovation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      173 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Battery Pack Balancing and Power Estimation

      Skills you'll gain: Power Electronics, Electrical Engineering, Electrical Power, Estimation, Electronic Systems, Simulations, Mathematical Modeling, Matlab, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      103 reviews

      Intermediate · Course · 1 - 3 Months

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    1…787980…293

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

    • Foundations of Quantum Mechanics: University of Colorado Boulder
    • 機器人學一 (Robotics (1)): National Taiwan University
    • Payroll & HR Management : Tally Education and Distribution Services Private Limited
    • Network Automation Engineering Fundamentals: Cisco Learning and Certifications
    • Decentralized Finance (DeFi) Deep Dive: Duke University
    • Ingeniero en base de datos de Meta: Meta
    • Microsoft Copilot: Your Everyday AI Companion: Microsoft
    • People, Technology and the Future of Mobility : University of Michigan
    • Fundamentals of Digital Design for VLSI Chip Design: L&T EduTech
    • Writing your World: Finding yourself in the academic space : University of Cape Town

    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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