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  • Feature Engineering

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: New
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    Vanderbilt University

    Claude Code: Software Engineering with Generative AI Agents

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Multimodal Prompts, Version Control, Generative AI Agents, Git (Version Control System), Generative AI, Software Quality Assurance, Software Development, Mockups, Test Automation, Software Documentation, Artificial Intelligence, Software Development Life Cycle, Software Architecture, Automation, Software Testing, Software Design, Software Development Methodologies

    4.9
    Rating, 4.9 out of 5 stars
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    66 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Birla Institute of Technology & Science, Pilani

    Basic Engineering Mathematics

    Skills you'll gain: Engineering Calculations, Trigonometry, Engineering Analysis, Linear Algebra, Calculus, Differential Equations, Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Algebra

    4.6
    Rating, 4.6 out of 5 stars
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    174 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University at Buffalo

    Advanced Manufacturing Process Analysis

    Skills you'll gain: Anomaly Detection, Manufacturing Processes, Data Collection, Analytics, Data Storage, Manufacturing Operations, Process Engineering, Systems Engineering, Industrial Engineering, Analysis, Data Cleansing, Digital Transformation, Big Data, Computing Platforms

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    AWS: Feature Engineering Data Transformation & Integrity

    Skills you'll gain: Feature Engineering, AWS SageMaker, Data Cleansing, Apache Spark, Extract, Transform, Load, Data Pipelines, Data Transformation, Amazon Web Services, Responsible AI, Data Quality, Data Integrity, Data Validation, Personally Identifiable Information, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    IBM

    Introduction to Software Engineering

    Skills you'll gain: Software Development Life Cycle, Software Architecture, Software Design, Software Development Methodologies, Software Design Patterns, Development Environment, Unified Modeling Language, Software Engineering, Web Applications, Software Development Tools, Software Development, Application Deployment, Programming Principles, Front-End Web Development, Back-End Web Development, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    4.3K reviews

    Beginner · Course · 1 - 3 Months

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    C

    Coursera

    Innovate with ANSYS Simulation Tools

    Skills you'll gain: Engineering Design Process, Engineering Analysis, Mechanical Design, Simulation and Simulation Software, Structural Analysis, Mechanical Engineering, Numerical Analysis, Finite Element Methods, Materials science

    4.9
    Rating, 4.9 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Arizona State University

    Engineering and Product Design Processes

    Skills you'll gain: Engineering Design Process, Engineering Drawings, Prototyping, Product Design, Product Development, Hardware Design, Research and Design, Design Specifications, Ideation, User Feedback

    4.6
    Rating, 4.6 out of 5 stars
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    83 reviews

    Beginner · Course · 1 - 4 Weeks

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    Arizona State University

    Advanced Semiconductor Packaging

    Skills you'll gain: Semiconductors, Electronics Engineering, Computer Architecture, Hardware Architecture, Thermal Management, Scalability, Systems Integration, Manufacturing Processes, Technical Standard, Reliability

    4.7
    Rating, 4.7 out of 5 stars
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    85 reviews

    Beginner · Course · 1 - 3 Months

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    N

    National Taiwan University

    BIM Application for Engineers

    Skills you'll gain: Autodesk Revit, Building Information Modeling, AutoCAD, Construction Estimating, Simulation and Simulation Software, 3D Modeling, Construction Management, Data Integration

    4.7
    Rating, 4.7 out of 5 stars
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    517 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Arizona State University

    Using Rapid Prototyping in the Engineering Design Process

    Skills you'll gain: Engineering Design Process, Engineering Drawings, Prototyping, Drafting and Engineering Design, Mechanical Drawings, Computer-Aided Design, Technical Drawing

    4.8
    Rating, 4.8 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Colorado System

    Scaling Scrum for Large Systems Engineering Projects

    Skills you'll gain: Scaled Agile Framework, Systems Engineering, Scrum (Software Development), Agile Methodology, Agile Project Management, Kanban Principles, Business Leadership, Unified Modeling Language, Backlogs, Scalability, Systems Integration, Engineering Management, Organizational Change, Waterfall Methodology

    Intermediate · Course · 1 - 4 Weeks

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    Simplilearn

    Advanced Prompt Engineering Course

    Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, LangChain, Generative AI, LLM Application, Large Language Modeling, OpenAI, Data Synthesis

    Beginner · Course · 1 - 4 Weeks

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

  • Claude Code: Software Engineering with Generative AI Agents: Vanderbilt University
  • Basic Engineering Mathematics: Birla Institute of Technology & Science, Pilani
  • Advanced Manufacturing Process Analysis: University at Buffalo
  • AWS: Feature Engineering Data Transformation & Integrity : Whizlabs
  • Introduction to Software Engineering: IBM
  • Innovate with ANSYS Simulation Tools: Coursera
  • Engineering and Product Design Processes: Arizona State University
  • Advanced Semiconductor Packaging: Arizona State University
  • BIM Application for Engineers: National Taiwan University
  • Using Rapid Prototyping in the Engineering Design Process: Arizona State University

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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