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Feature Engineering Courses

Feature engineering courses can help you learn techniques for transforming raw data into meaningful features, selecting relevant variables, and creating new features to improve model performance. You can build skills in data preprocessing, handling missing values, and using domain knowledge to enhance feature sets.

Popular Feature Engineering Courses and Certifications


  • Status: Free Trial
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    Dassault Systèmes

    xDesign Revolution and Cut Features

    Skills you'll gain: SolidWorks (CAD), 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Mechanical Design, Mechanical Engineering

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Fundamentals of Analytics Engineering

    Skills you'll gain: Data Modeling, Data Transformation, Database Design, Data Engineering, Dashboard, Dashboard Creation, Cloud Engineering, Analytics, Star Schema, Data Warehousing, Data Architecture, Data Integration, Extract, Transform, Load, Business Intelligence, Business Intelligence Software, Data Infrastructure, Data Analysis, Cloud Computing Architecture, Data Pipelines, Cloud Infrastructure

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Autodesk Civil 3D 2025 Unleashed

    Skills you'll gain: AutoCAD Civil 3D, Autodesk Revit, Autodesk, Grading (Landscape), AutoCAD, Drafting and Engineering Design, Collaborative Software, Design Specifications, Network Model, Design, Design and Product, Data Management

    Beginner · Course · 3 - 6 Months

  • Status: New
    New
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    C

    Coursera

    Modern Embedded Software Engineering Architecture Toolchains

    Skills you'll gain: Real-Time Operating Systems, Embedded Software, Embedded Systems, System Programming, System Software, Software Architecture, Hardware Architecture, Systems Architecture, Build Tools, Software Development Tools, Dependency Analysis, Cross Platform Development, Performance Tuning, Package and Software Management, Software Design Patterns, C++ (Programming Language)

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of AI Engineering

    Skills you'll gain: Probability & Statistics, NumPy, Matplotlib, Statistics, Data Visualization, Applied Machine Learning, Statistical Hypothesis Testing, Python Programming, Pandas (Python Package), Seaborn, Machine Learning, Mathematics and Mathematical Modeling, Model Optimization, Applied Mathematics, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Science, Programming Principles, Probability

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    The Need for Systems Engineering

    Skills you'll gain: Model Based Systems Engineering, Systems Engineering, Requirements Analysis, Test Engineering, Systems Thinking, Systems Architecture, Test Planning, Systems Design, Aerospace Basic Quality System Standards, Systems Analysis, Systems Development, Risk Management Framework, Requirements Elicitation, System Testing, System Requirements, Acceptance Testing, Development Testing, Verification And Validation, Failure Analysis

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    97 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    Starweaver

    Introduction to Engineering Design

    Skills you'll gain: Computer-Aided Design, Engineering Design Process, Drafting and Engineering Design, Product Engineering, Engineering Software, Ideation, Engineering, Simulation and Simulation Software, Conceptual Design, Sustainable Design, Creativity, Problem Solving, Prototyping, Innovation, Analytical Skills, Automation, Emerging Technologies

    4.9
    Rating, 4.9 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    L

    L&T EduTech

    Robotics Engineering & Applications

    Skills you'll gain: Robotics, Automation Engineering, Machine Controls, Internet Of Things, Control Systems, Automation, Image Analysis, Industrial Engineering, Computer Vision, Equipment Design, Mechanical Design

    4.5
    Rating, 4.5 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Applying Systems Engineering to the Design Process

    Skills you'll gain: Requirements Management, Design Reviews, Systems Engineering, Engineering Management, Requirements Analysis, Systems Design, Organizational Leadership, Functional Design, Software Engineering, Systems Integration, Technical Design, Leadership, Engineering Design Process, Performance Measurement, Design Specifications, Performance Metric, Manufacturing and Production, Coordination

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    42 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    AI Engineer Explorer Course

    Skills you'll gain: Model Evaluation, Matplotlib, Applied Machine Learning, Machine Learning Methods, Supervised Learning, Statistics, Statistical Visualization, Probability, Predictive Modeling, Statistical Analysis, Computer Programming, Data Processing

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Dassault Systèmes

    SOLIDWORKS Revolution and Cut Features

    Skills you'll gain: SolidWorks (CAD), 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Mechanical Design

    5
    Rating, 5 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    A

    Arizona State University

    AI Foundations: Prompt Engineering with ChatGPT

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Large Language Modeling, Responsible AI, LLM Application, Model Evaluation

    4.1
    Rating, 4.1 out of 5 stars
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    92 reviews

    Beginner · Course · 1 - 3 Months

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

  • xDesign Revolution and Cut Features: Dassault Systèmes
  • Fundamentals of Analytics Engineering: Packt
  • Autodesk Civil 3D 2025 Unleashed: Packt
  • Modern Embedded Software Engineering Architecture Toolchains: Coursera
  • Foundations of AI Engineering: Packt
  • The Need for Systems Engineering: University of Colorado Boulder
  • Introduction to Engineering Design: Starweaver
  • Robotics Engineering & Applications: L&T EduTech
  • Applying Systems Engineering to the Design Process: University of Colorado Boulder
  • AI Engineer Explorer Course: Packt

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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