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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
      Free
      D

      DeepLearning.AI

      Building Systems with the ChatGPT API

      Skills you'll gain: ChatGPT, Large Language Modeling, Prompt Engineering, OpenAI, Cloud API, Generative AI, Self Service Technologies, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      231 reviews

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Digital Technologies and the Future of Manufacturing

      Skills you'll gain: Internet Of Things, Manufacturing Operations, Manufacturing Processes, Manufacturing and Production, Digital Transformation, Technology Solutions, Production Planning, Business Transformation, Business Technologies, Technology Strategies, Cloud Computing, Technology Roadmaps, Emerging Technologies, Automation, Strategic Partnership, Operational Efficiency, Business Modeling, Industrial Engineering, System Implementation, Cost Benefit Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      339 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Snowflake

      Snowflake Data Engineering

      Skills you'll gain: Data Pipelines, Database Management, Data Manipulation, Databases, Data Transformation, Extract, Transform, Load, Data Lakes, Data Warehousing, DevOps, Data Integration, SQL, Cloud Applications, CI/CD, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Data Import/Export, Role-Based Access Control (RBAC), Stored Procedure, Command-Line Interface

      4.8
      Rating, 4.8 out of 5 stars
      ·
      184 reviews

      Beginner · Professional Certificate · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Kinematics: Describing the Motions of Spacecraft

      Skills you'll gain: Mechanics, Linear Algebra, Numerical Analysis, Engineering Calculations, Engineering Analysis, Differential Equations, Physics, Mathematical Modeling, Applied Mathematics, Verification And Validation, Advanced Mathematics, Estimation

      4.9
      Rating, 4.9 out of 5 stars
      ·
      332 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      GIS Data Acquisition and Map Design

      Skills you'll gain: Geographic Information Systems, Geospatial Mapping, Data Mapping, Spatial Data Analysis, Data Visualization, Metadata Management, Quantitative Research, Typography, Data Manipulation, Design Elements And Principles, Data Import/Export, File Management

      4.9
      Rating, 4.9 out of 5 stars
      ·
      706 reviews

      Beginner · Course · 1 - 3 Months

    • T

      The University of Edinburgh

      Philosophy and the Sciences: Introduction to the Philosophy of Physical Sciences

      Skills you'll gain: Scientific Methods, Science and Research, Physical Science, Research, General Science and Research, Physics, Research Methodologies

      4.7
      Rating, 4.7 out of 5 stars
      ·
      948 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Цифровий маркетинг і електронна комерція від Google

      Skills you'll gain: Email Marketing, Order Fulfillment, Media Planning, Social Media Campaigns, Google Ads, Social Media Marketing, Social Media Strategy, Performance Measurement, Order Processing, Paid media, Customer Acquisition Management, Brand Loyalty, Search Engine Marketing, Target Audience, Search Engine Optimization, Customer Relationship Management, Customer Retention, E-Commerce, Marketing Analytics, Campaign Management

      4.9
      Rating, 4.9 out of 5 stars
      ·
      1.8K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • U

      University of California San Diego

      Introduction to Algae

      Skills you'll gain: Biochemistry, Manufacturing and Production, Food and Beverage, Chemical Engineering, Pharmaceuticals, Biology, Taxonomy, Environmental Science, Microbiology, Process Engineering, Environmental Engineering, Chemistry, Laboratory Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.2K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Architecting with Google Compute Engine en Español

      Skills you'll gain: Identity and Access Management, Cloud Infrastructure, Google Cloud Platform, Application Deployment, Load Balancing, Cloud Applications, Cloud Computing, Cloud Management, Infrastructure As A Service (IaaS), Kubernetes, Cloud Computing Architecture, CI/CD, Data Storage, Cloud Security, Microservices, Service Level Agreement, Cloud Storage, Terraform, Site Reliability Engineering, Infrastructure as Code (IaC)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.6K reviews

      Intermediate · Specialization · 3 - 6 Months

    • É

      École Polytechnique Fédérale de Lausanne

      Systèmes d’Information Géographique - Partie 1

      Skills you'll gain: GIS Software, Geographic Information Systems, Spatial Data Analysis, Data Modeling, Databases, NoSQL, Data Storage, Data Storage Technologies, Query Languages, SQL, Relational Databases

      4.5
      Rating, 4.5 out of 5 stars
      ·
      284 reviews

      Beginner · Course · 1 - 3 Months

    • T

      The Hong Kong University of Science and Technology

      Understanding Modern Physics I: Relativity and Cosmology

      Skills you'll gain: Physics, Calculus, Mechanics, Physical Science, Advanced Mathematics, Energy and Utilities, Mathematical Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      159 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      T

      The Hong Kong University of Science and Technology

      Software Engineering: Software Design and Project Management

      Skills you'll gain: Software Design Patterns, Software Architecture, Software Development Life Cycle, Software Quality Assurance, Software Design, Process Driven Development, Software Engineering, Quality Assurance, Systems Analysis, Object Oriented Design, Systems Design, Unified Modeling Language

      4.6
      Rating, 4.6 out of 5 stars
      ·
      157 reviews

      Intermediate · Course · 1 - 3 Months

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    1…545556…293

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

    • Building Systems with the ChatGPT API: DeepLearning.AI
    • Digital Technologies and the Future of Manufacturing: University of Michigan
    • Snowflake Data Engineering: Snowflake
    • Kinematics: Describing the Motions of Spacecraft: University of Colorado Boulder
    • GIS Data Acquisition and Map Design: University of Toronto
    • Philosophy and the Sciences: Introduction to the Philosophy of Physical Sciences: The University of Edinburgh
    • Цифровий маркетинг і електронна комерція від Google: Google
    • Introduction to Algae: University of California San Diego
    • Architecting with Google Compute Engine en Español: Google Cloud
    • Systèmes d’Information Géographique - Partie 1: École Polytechnique Fédérale de Lausanne

    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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