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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: Preview
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    D

    DeepLearning.AI

    Generative AI with Large Language Models

    Skills you'll gain: Generative AI, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Scalability, Natural Language Processing, Responsible AI, Machine Learning, Reinforcement Learning, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3.5K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Intro to Generative AI: A Beginner's Primer on Core Concepts

    Skills you'll gain: Responsible AI, LLM Application, Prompt Patterns, Generative Model Architectures, Regulatory Compliance, AI Product Strategy, Organizational Structure, Stakeholder Management, Deep Learning, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    11K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    GenAI for SEO: A Hands-On Playbook

    Skills you'll gain: Prompt Engineering, Keyword Research, Google Gemini, Generative AI, Search Engine Optimization, Content Strategy, Digital Marketing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Strömungsimulation einer Kreiselpumpe

    Skills you'll gain: Simulation and Simulation Software, Simulations, Engineering Analysis, Computer-Aided Design, Pump Stations, Mechanical Design, Hydraulics, Cloud Computing

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Project Management: Foundations and Initiation

    Skills you'll gain: Engineering Management, Team Leadership, Stakeholder Management, Team Management, Project Scoping, Leadership and Management, Resource Management, Team Building, Requirements Management, Stakeholder Analysis, Project Management, Project Management Life Cycle, Communication, Business Communication

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    935 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    É

    École Polytechnique Fédérale de Lausanne

    Geographical Information Systems - Part 2

    Skills you'll gain: Spatial Analysis, Spatial Data Analysis, GIS Software, Geographic Information Systems, Geospatial Mapping, Geostatistics, Interactive Data Visualization, Data Integration, Data Mapping, Augmented Reality, Sampling (Statistics)

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Pennsylvania

    로봇공학: 캡스톤 디자인

    Skills you'll gain: Control Systems, Robotic Process Automation, Automation, Artificial Intelligence, Programmable Logic Controllers, Matlab, Simulation and Simulation Software, Embedded Software, Engineering, Computer Vision, Mathematical Modeling, Mechanics, Algorithms, Estimation, Differential Equations, Linear Algebra

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Generative AI HR Professional

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, LLM Application, Productivity, Human Resources, Management Training And Development, Employee Performance Management, Performance Review, Professional Development, Policy Development, New Hire Orientations, Communication, Communication Planning, Human Development, Recruitment, Interviewing Skills, Talent Recruitment, Policy Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    7.6K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Managing Machine Learning Projects

    Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Data Quality, Technical Management, Applied Machine Learning, Project Management, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Software Development Life Cycle, Machine Learning, Data Cleansing, Data Pipelines, Technical Design, Technology Solutions, Systems Design, Data Collection, Data Science, Systems Architecture, Feature Engineering, System Monitoring

    4.8
    Rating, 4.8 out of 5 stars
    ·
    310 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Spacecraft Relative Motion Control

    Skills you'll gain: Control Systems, Numerical Analysis, Simulations, Engineering Analysis, Mathematical Modeling, Linear Algebra, Differential Equations, Applied Mathematics, Mathematical Theory & Analysis

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University at Buffalo

    Renewable Energy: Manufacturing Career Exploration

    Skills you'll gain: Manufacturing and Production, Production Process, Manufacturing Processes, Quality Control, Energy and Utilities, Workforce Development, Supply Chain, Electric Power Systems, Workforce Planning, Sustainable Technologies, Environmental Science

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Satellite Remote Sensing Data Bootcamp With Opensource Tools

    Skills you'll gain: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Geographic Information Systems, GIS Software, Spatial Analysis, Environmental Monitoring, Unsupervised Learning, Data Analysis Software, Image Analysis, Global Positioning Systems, Machine Learning, R Programming, Image Quality, Data Processing, Open Source Technology, Data Collection, Data Transformation, Dimensionality Reduction, Data Import/Export

    Intermediate · Course · 1 - 3 Months

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

  • Generative AI with Large Language Models: DeepLearning.AI
  • Intro to Generative AI: A Beginner's Primer on Core Concepts: Google Cloud
  • GenAI for SEO: A Hands-On Playbook: IBM
  • Strömungsimulation einer Kreiselpumpe: Coursera
  • Project Management: Foundations and Initiation: University of Colorado Boulder
  • Geographical Information Systems - Part 2: École Polytechnique Fédérale de Lausanne
  • 로봇공학: 캡스톤 디자인: University of Pennsylvania
  • Generative AI HR Professional: Vanderbilt University
  • Managing Machine Learning Projects: Duke University
  • Spacecraft Relative Motion Control: University of Colorado Boulder

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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