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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
    Preview
    I

    Illinois Tech

    Digital Marketing

    Skills you'll gain: Pay Per Click Advertising, Digital Marketing, Web Analytics, Email Marketing, Paid media, Digital Advertising, Google Ads, Social Media Campaigns, Marketing Strategies, Online Advertising, Social Media Marketing, Google Analytics, Web Analytics and SEO, Web Design and Development, Marketing, Marketing Analytics, Search Engine Optimization, Social Media, Campaign Management, Search Engine Marketing

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    56 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Statistical Learning

    Skills you'll gain: Statistical Analysis, Data Analysis, Statistical Programming, Statistical Methods, Statistical Machine Learning, Regression Analysis, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Classification And Regression Tree (CART), Feature Engineering, Dimensionality Reduction

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Establishing Product-Market Fit

    Skills you'll gain: Competitive Analysis, Value Propositions, Target Market, Product Improvement, Product Management, User Experience, Product Development, Product Design, Product Strategy, New Product Development, Customer Analysis, Market Analysis, Product Requirements, User Feedback, Product Testing, Needs Assessment, Ideation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    89 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Starweaver

    Lean Management Fundamentals

    Skills you'll gain: Lean Manufacturing, Lean Methodologies, Process Mapping, Cross-Functional Collaboration, Kanban Principles, Process Analysis, Employee Engagement, Process Optimization, Operational Excellence, Operational Efficiency, Continuous Improvement Process, Quality Management, Process Improvement, Workflow Management, Leadership, Waste Minimization, Change Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    74 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Mastering KiCAD: Open-Source PCB Design for Beginners

    Skills you'll gain: Electronics, Electronics Engineering, Hardware Design, Electrical Engineering, Schematic Diagrams, Electronic Components, Computer-Aided Design, Design Software, Engineering Documentation, Design Specifications, Open Source Technology

    4.4
    Rating, 4.4 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Natural Language Processing in Microsoft Azure

    Skills you'll gain: Text Mining, Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Application Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    120 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Introduction to Java and Object-Oriented Programming

    Skills you'll gain: Object Oriented Design, Java, Object Oriented Programming (OOP), Unit Testing, Java Programming, Application Development, Data Structures, Software Testing, Programming Principles, Test Driven Development (TDD), Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    330 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Learn React

    Skills you'll gain: React.js, UI Components, Front-End Web Development, Web Content Accessibility Guidelines, User Interface (UI), JavaScript Frameworks, Web Development Tools, Event-Driven Programming, Web Frameworks, Functional Design, Cascading Style Sheets (CSS), Application Programming Interface (API)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    217 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Data Analysis, Predictive Modeling, Data Processing, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data Collection, Applied Machine Learning, R Programming, Research, Supervised Learning, Data Validation, Technical Communication, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
    ·
    25 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Requirements Gathering in Business Analysis

    Skills you'll gain: User Story, Business Requirements, Requirements Analysis, Requirements Elicitation, Business Analysis, User Requirements Documents, Gap Analysis, Functional Specification, Business Process Modeling, Stakeholder Engagement, Process Flow Diagrams, Needs Assessment, Interviewing Skills

    4.7
    Rating, 4.7 out of 5 stars
    ·
    98 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Smarter Content and Communications with Microsoft Copilot

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Content Performance Analysis, Marketing and Public Relations, Customer Insights, Content Development and Management, Proofreading, Public Relations, Integrated Marketing Communications, Customer Analysis, Content Creation, Marketing Communications, Persona Development, Writing and Editing, Content Management, Web Content, Storytelling, Content Strategy, Generative AI, Marketing Strategies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    166 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Marketing and Customer Insights

    Skills you'll gain: Prompt Engineering, Customer Analysis, Customer Insights, AI Personalization, Big Data, Case Studies, Generative AI, Data Visualization, Google Ads, Responsible AI, Marketing Analytics, Target Audience, AI Product Strategy, Keyword Research, Email Marketing, Marketing Automation, Social Media Marketing, Generative AI Agents, Campaign Management, Predictive Analytics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    174 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Digital Marketing: Illinois Tech
  • Statistical Learning: Illinois Tech
  • Establishing Product-Market Fit: University of Maryland, College Park
  • Lean Management Fundamentals: Starweaver
  • Mastering KiCAD: Open-Source PCB Design for Beginners: Coursera
  • Natural Language Processing in Microsoft Azure: Microsoft
  • Introduction to Java and Object-Oriented Programming: University of Pennsylvania
  • Learn React: Scrimba
  • Data Science at Scale - Capstone Project: University of Washington
  • Requirements Gathering in Business Analysis: Microsoft

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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