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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

    • C

      Coursera Instructor Network

      Data Engineering: Pipelines, ETL, Hadoop

      Skills you'll gain: Data Pipelines, Apache Hadoop, Extract, Transform, Load, Data Transformation, Apache Hive, Data-Driven Decision-Making, Big Data, Data Warehousing, Data Infrastructure, Data Lakes, Data Architecture, Apache Spark, Data Integration, Data Processing, Data Management

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI: Elevate your Software Development Career

      Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, Data Ethics, Artificial Intelligence, Software Development Tools, Software Testing, Test Automation, Software Development, DevSecOps, Application Security, CI/CD, Natural Language Processing, Code Review, Software Architecture

      4.5
      Rating, 4.5 out of 5 stars
      ·
      161 reviews

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of Illinois Urbana-Champaign

      Energy, Environment, and Everyday Life

      Skills you'll gain: Energy and Utilities, Environmental Engineering, Environmental Science, Environment, Electric Power Systems, Economics, Physics, Natural Resource Management, Mechanics, Engineering, Chemistry, Emerging Technologies

      4.7
      Rating, 4.7 out of 5 stars
      ·
      220 reviews

      Beginner · Course · 1 - 3 Months

    • U

      University at Buffalo

      Renewable Energy: Fundamentals and Job Opportunities

      Skills you'll gain: Building Design, Energy and Utilities, Electrical Power, Electric Power Systems, Architectural Design, Environmental Science, Sustainability Reporting, Environmental Engineering, Environment, Workforce Planning, Gap Analysis, Workforce Development, Engineering, Emerging Technologies, Semiconductors

      4.7
      Rating, 4.7 out of 5 stars
      ·
      217 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Data Engineering, Big Data and ML on Google Cloud 日本語版

      Skills you'll gain: Dataflow, Data Pipelines, Google Cloud Platform, Data Lakes, Data Warehousing, Real Time Data, Data Management, Extract, Transform, Load, Data Infrastructure, Cloud Engineering, MLOps (Machine Learning Operations), Cloud Storage, Big Data, Unstructured Data, Data Visualization, Data Processing, Dashboard, Data Architecture, Tensorflow, Analytics

      4.4
      Rating, 4.4 out of 5 stars
      ·
      289 reviews

      Intermediate · Specialization · 3 - 6 Months

    • T

      The University of Edinburgh

      Climate Change: Carbon Capture and Storage

      Skills you'll gain: Energy and Utilities, Pollution Prevention, Mitigation, Economics, Corporate Sustainability, Environmental Policy, Environmental Engineering, Natural Resource Management, Feasibility Studies, Environmental Science, Environmental Regulations, Chemistry

      4.7
      Rating, 4.7 out of 5 stars
      ·
      79 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Spring - Ecosystem and Core

      Skills you'll gain: Spring Framework, JUnit, Application Frameworks, Java, Unit Testing, Enterprise Application Management, Integration Testing, Dependency Analysis, Extensible Markup Language (XML)

      3.8
      Rating, 3.8 out of 5 stars
      ·
      443 reviews

      Intermediate · Course · 1 - 4 Weeks

    • É

      École Polytechnique

      Hydro, Wind & Solar power: Resources, Variability & Forecast

      Skills you'll gain: Energy and Utilities, Electrical Power, Electric Power Systems, Environmental Resource Management, Water Resources, Time Series Analysis and Forecasting, Environment, Estimation, Hydraulics, Mathematical Modeling, Systems Of Measurement, Physical Science, Environmental Science

      4.6
      Rating, 4.6 out of 5 stars
      ·
      145 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Analysis for Business Systems

      Skills you'll gain: Business Systems Analysis, Systems Analysis, Requirements Analysis, Business Requirements, Process Flow Diagrams, User Requirements Documents, Data Modeling, Requirements Management, Business Process Modeling, Dataflow

      4.8
      Rating, 4.8 out of 5 stars
      ·
      553 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University at Buffalo

      Digital Thread: Components

      Skills you'll gain: Digital Transformation, Data Sharing, Manufacturing Operations, Business Transformation, Workflow Management, Product Lifecycle Management, Data Storage, Process Management, Information Management, Goal Setting, Data Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      811 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Alberta Machine Intelligence Institute

      Introduction to Applied Machine Learning

      Skills you'll gain: Data Ethics, Applied Machine Learning, Data Processing, Machine Learning, Machine Learning Algorithms, Product Lifecycle Management, Supervised Learning, Data Modeling, Business Requirements, Business Analysis, Unsupervised Learning, Artificial Intelligence, Performance Metric

      4.7
      Rating, 4.7 out of 5 stars
      ·
      741 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Android App Development

      Skills you'll gain: Git (Version Control System), JUnit, Android Studio, Android Development, Unit Testing, Version Control, Maintainability, Software Design Patterns, Test Automation, Object Oriented Programming (OOP), Integration Testing, Test Driven Development (TDD), Mobile Development, Development Testing, Software Testing, Testability, Software Engineering, Java Programming, Software Design, User Interface (UI) Design

      4.5
      Rating, 4.5 out of 5 stars
      ·
      3.7K reviews

      Beginner · Specialization · 3 - 6 Months

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    1…858687…293

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

    • Data Engineering: Pipelines, ETL, Hadoop: Coursera Instructor Network
    • Generative AI: Elevate your Software Development Career: IBM
    • Energy, Environment, and Everyday Life: University of Illinois Urbana-Champaign
    • Renewable Energy: Fundamentals and Job Opportunities: University at Buffalo
    • Data Engineering, Big Data and ML on Google Cloud 日本語版: Google Cloud
    • Climate Change: Carbon Capture and Storage: The University of Edinburgh
    • Spring - Ecosystem and Core: LearnQuest
    • Hydro, Wind & Solar power: Resources, Variability & Forecast: École Polytechnique
    • Analysis for Business Systems: University of Minnesota
    • Digital Thread: Components: University at Buffalo

    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)

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