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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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    IBM

    Software Developer Career Guide and Interview Preparation

    Skills you'll gain: Engineering Software, Software Development, Interviewing Skills, Software Engineering, Relationship Building, Professional Development, Application Development, DevOps, Professionalism, Verbal Communication Skills, Problem Solving, Communication, Cloud Computing

    4.8
    Rating, 4.8 out of 5 stars
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    339 reviews

    Beginner · Course · 1 - 4 Weeks

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    Alberta Machine Intelligence Institute

    Hands-On with GenAI Tools and Technologies

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application, Image Analysis, OpenAI, ChatGPT, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    AI Business School

    AI agents and creator tools for finance professionals

    Skills you'll gain: Agentic systems, No-Code Development, Generative AI Agents, Digital Transformation, AI Product Strategy, Business Process Automation, Business Technologies, FinTech, Automation, Generative AI, Accounting and Finance Software, Artificial Intelligence, Innovation, Finance, Application Design, Productivity Software, Application Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Getting Started with Git and GitHub

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Collaborative Software, Web Applications, Open Source Technology, Command-Line Interface, DevOps

    4.7
    Rating, 4.7 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 4 Weeks

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    The University of Edinburgh

    Climate Solutions: Mexico

    Skills you'll gain: Climate Change Adaptation, Climate Change Mitigation, Sustainable Development, Risk Management, Social Justice, Environmental Policy, Environmental Science, Advocacy, Forecasting, Mathematical Modeling, Simulations

    Beginner · Course · 1 - 3 Months

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    SkillUp

    Project, Stakeholder, and Requirements Management

    Skills you'll gain: Stakeholder Engagement, Communication Planning, Stakeholder Communications, Project Coordination, Requirements Analysis, Project Management Software, Business Analysis, Waterfall Methodology, Program Management, Kanban Principles, Communication, Risk Management, Product Lifecycle Management, Prioritization

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnQuest

    AI for Scientific Research

    Skills you'll gain: Feature Engineering, Bioinformatics, Exploratory Data Analysis, Random Forest Algorithm, Pandas (Python Package), Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Manipulation, Data Processing, Dimensionality Reduction, Data Cleansing, Keras (Neural Network Library), Machine Learning Algorithms, Data Transformation, NumPy, Classification And Regression Tree (CART), Tensorflow, Machine Learning, Predictive Modeling, Data Science

    3.2
    Rating, 3.2 out of 5 stars
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    82 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Accelerated Computer Science Fundamentals

    Skills you'll gain: C++ (Programming Language), Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Graph Theory, Development Environment, Data Storage, Engineering Software, Unstructured Data, Computer Programming, Algorithms, Data Storage Technologies, Debugging, Program Development, Database Systems, Database Theory, Network Routing, Theoretical Computer Science

    4.7
    Rating, 4.7 out of 5 stars
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    3.5K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Vanderbilt University

    AI Agents and Agentic AI with Python & Generative AI

    Skills you'll gain: Generative AI Agents, Agentic systems, LLM Application, Tool Calling, OpenAI, Prompt Engineering, Application Development, Prototyping, Software Documentation, File Management

    4.6
    Rating, 4.6 out of 5 stars
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    329 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Technical Communication

    Skills you'll gain: Proposal Writing, Interpersonal Communications, Editing, Verbal Communication Skills, Presentations, Active Listening, Constructive Feedback, Business Writing, Technical Communication, Technical Writing, Business Communication, Technical Management, Communication, Public Speaking, Proofreading, Engineering Management, Trustworthiness, Team Management, Storytelling, Writing

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    83 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    Microsoft

    Introduction to ASP.NET Core Framework

    Skills you'll gain: ASP.NET, .NET Framework, Responsive Web Design, HTML and CSS, C# (Programming Language), Full-Stack Web Development, Web Applications, Web Development, Javascript and jQuery, UI Components, Bootstrap (Front-End Framework), Development Environment, Cascading Style Sheets (CSS), Restful API, React.js, Microsoft Visual Studio, Application Programming Interface (API), Model View Controller

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Python Development

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

    4.4
    Rating, 4.4 out of 5 stars
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    547 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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

  • Software Developer Career Guide and Interview Preparation: IBM
  • Hands-On with GenAI Tools and Technologies: Alberta Machine Intelligence Institute
  • AI agents and creator tools for finance professionals: AI Business School
  • Getting Started with Git and GitHub: IBM
  • Climate Solutions: Mexico: The University of Edinburgh
  • Project, Stakeholder, and Requirements Management: SkillUp
  • AI for Scientific Research: LearnQuest
  • Accelerated Computer Science Fundamentals: University of Illinois Urbana-Champaign
  • AI Agents and Agentic AI with Python & Generative AI: Vanderbilt University
  • Technical Communication: 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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