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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


  • P

    Packt

    Debugging Machine Learning Models with Python

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, PyTorch (Machine Learning Library), Responsible AI, Debugging, Model Deployment, Model Training, Model Optimization, Deep Learning, Test Tools, Testability, Machine Learning, Data Preprocessing, Verification And Validation, Feature Engineering, Python Programming, AI Security, Test Driven Development (TDD), AI Enablement

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • N

    National Taiwan University

    工程資訊管理 BIM 應用

    Skills you'll gain: Building Information Modeling, Autodesk Revit, Engineering Management, Construction Estimating, Engineering Practices, Data Engineering, Autodesk, Application Lifecycle Management, Construction Management, Estimation, Design Software, Product Lifecycle Management, Construction Engineering, Cost Estimation, Computer-Aided Design, Simulation and Simulation Software, Software Visualization, Simulations

    4.7 stars, 30 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (30) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Honors AI & AI Agents for High School Students

    Skills you'll gain: Generative AI Agents, Prompt Engineering, Prompt Patterns, AI literacy, Agentic Workflows, Prompt Engineering Tools, Multimodal Prompts, ChatGPT, Agentic systems, AI Enablement, Anthropic Claude, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Generative AI, AI powered creativity, Responsible AI, Claude Code, AI Personalization, AI Integrations

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Python Development

    Skills you'll gain: Web Scraping, Git (Version Control System), Data Structures, GitHub, Generative AI, Matplotlib, Data Visualization, Web Development, Version Control, Debugging, Data Literacy, Scripting, Flask (Web Framework), Plotly, Data Ethics, Containerization, DevOps, Automation, Data Analysis, Cloud Computing

    4.4 stars, 761 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.4 (761) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Project Planning and Execution

    Skills you'll gain: Engineering Management, Risk Management, Project Planning, Project Management, Budget Management, Project Management Software, Project Estimation, Procurement, Cost Estimation, Contract Management, Estimation

    4.8 stars, 314 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (314) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • L

    L&T EduTech

    Design of General Utility Systems

    Skills you'll gain: Energy and Utilities, Electric Power Systems, Process Engineering, Equipment Design, Plant Operations and Management, Electrical Systems, Environment and Resource Management, Water Quality, Materials science

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Electrical Properties and Semiconductors

    Skills you'll gain: Semiconductors, Electronic Components, Electrical Engineering, Electronics Engineering, Electronics, Materials science

    4.7 stars, 51 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (51) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Google Cloud Foundations & Data Processing

    Skills you'll gain: Google Cloud Platform, Dataflow, Data Pipelines, Cloud Engineering, Extract, Transform, Load, Cloud Storage, Cloud Infrastructure, Data Infrastructure, Data Processing, Data Loss Prevention, Cloud Solutions, Public Cloud, Cloud Services, Data Storage, Data Architecture, Data Storage Technologies, Data Store, Cloud Platforms, Personally Identifiable Information, Database Architecture and Administration

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Green Building Assessment & Certification

    Skills you'll gain: Sustainable Architecture, Sustainable Technologies, Sustainable Business, Construction Management, Sustainable Design, Sustainability Standards, Architecture and Construction, Sustainable Development, Construction, Building Design, Environmental Issue, Project Management, Environment and Resource Management, Product Lifecycle Management

    4.7 stars, 54 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (54) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Lund University

    Fundamentals of particle accelerator technology (NPAP MOOC)

    Skills you'll gain: Radiation Therapy, electromagnetics, High Voltage, Radiology, Power Electronics, Engineering, Scientific, and Technical Instruments, Electrical Engineering, Pump Stations, Medical Equipment and Technology, Physics, Electronic Systems, Sustainable Technologies, Equipment Design, Materials science, Sustainable Engineering

    4.7 stars, 107 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (107) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    RF/Microwave Design - Antenna Design

    Skills you'll gain: electromagnetics, Electrical Engineering, Hardware Design, Electronics Engineering, Electronics, Verification And Validation, Communication Systems, Wireless Networks, Telecommunications, Engineering Design Process, Simulation and Simulation Software, Simulations, Workflow Management, Radiation Protection, Network Troubleshooting, Business Workflow Analysis

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • D

    Duke University

    AI Product Management

    Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Model Evaluation, Data Ethics, Data Management, Experience Design, Unsupervised Learning, Model Training, User Experience Design, Data Quality, Model Deployment, Data Preprocessing, Human Centered Design, Machine Learning, Regression Analysis, Project Management, Product Management, Product Design, Data Science

    4.7 stars, 1.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (1.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular feature engineering courses

  • Debugging Machine Learning Models with Python: Packt
  • 工程資訊管理 BIM 應用: National Taiwan University
  • Honors AI & AI Agents for High School Students: Vanderbilt University
  • Microsoft Python Development: Microsoft
  • Project Planning and Execution: University of Colorado Boulder
  • Design of General Utility Systems: L&T EduTech
  • Electrical Properties and Semiconductors: Arizona State University
  • Google Cloud Foundations & Data Processing: Whizlabs
  • Green Building Assessment & Certification: L&T EduTech
  • Fundamentals of particle accelerator technology (NPAP MOOC): Lund 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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