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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


  • C

    Coursera

    Search Engine Optimization (SEO) with Squarespace

    Skills you'll gain: Blogs, Content Management Systems, Search Engine Optimization, Web Analytics and SEO, Keyword Research, Web Content

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.2K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Data Science Fundamentals

    Skills you'll gain: Analytical Skills, Data Ethics, Predictive Modeling, Unsupervised Learning, Natural Language Processing, Predictive Analytics, Data Analysis, Classification And Regression Tree (CART), Regression Analysis, Data Mining, Data Strategy, Statistical Analysis, Data Science, Social Media, Text Mining, Anomaly Detection, Business Analytics, Decision Tree Learning, Statistical Modeling, Cloud Computing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    258 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free
    Free
    C

    Coursera

    TensorFlow Prediction: Identify Penguin Species

    Skills you'll gain: Data Processing, Tensorflow, Applied Machine Learning, Feature Engineering, Data Cleansing, Classification And Regression Tree (CART), Data Manipulation, Machine Learning, Predictive Modeling, Random Forest Algorithm, Pandas (Python Package), Data Analysis, Exploratory Data Analysis

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Starweaver

    AI Innovation & Product Strategy

    Skills you'll gain: Business Process Modeling, Responsible AI, Business Process, Digital Transformation, Business Process Management, Business Process Improvement, Google Gemini, AI Product Strategy, Workflow Management, ChatGPT, Market Opportunities, Scalability, Product Management, Generative AI, Sustainable Development, Data Ethics, Sustainability Reporting, Prompt Engineering, AI Personalization, Automation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    22 reviews

    Intermediate · Specialization · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Starweaver

    Financial Leadership in Hospitality

    Skills you'll gain: Revenue Management, Vendor Management, Capital Expenditure, Financial Statement Analysis, Advanced Analytics, Hospitality, Hospitality Management, Cost Control, Vendor Relationship Management, Financial Statements, Performance Measurement, Budgeting, Financial Analysis, Financial Forecasting, Variance Analysis, Financial Management, Business Metrics, Operating Budget, Finance, Leadership

    5
    Rating, 5 out of 5 stars
    ·
    21 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    C Programming: Language Foundations - 2

    Skills you'll gain: C (Programming Language), Programming Principles, Embedded Systems, Program Development, Computer Engineering, Development Environment, Algorithms, Data Structures, System Programming, Computer Programming, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    103 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Creative Design, Prototyping, and Testing

    Skills you'll gain: Product Development, New Product Development, Wireframing, Product Design, User Experience Design, Prototyping, Persona (User Experience), Design Thinking, Conceptual Design, Human Centered Design, Product Testing, Project Management, Product Management, Agile Methodology

    4.2
    Rating, 4.2 out of 5 stars
    ·
    95 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDHEC Business School

    Climate Change and Sustainable Investing

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Climate Change Mitigation, Portfolio Management, Investment Management, Project Finance, Environmental Policy, Finance, Financial Market, Securities (Finance), Economics, Asset Management, Performance Measurement, Energy and Utilities, Risk Management, Corporate Finance, Cost Benefit Analysis, Policy Analysis, Engineering, Systems Of Measurement, Environment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    413 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    B

    Board Infinity

    Master Full-Stack Web Development with Laravel & PHP

    Skills you'll gain: Restful API, Application Deployment, Web Development, Full-Stack Web Development, Cloud API, Application Development, Software Documentation, Data Validation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    179 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Generative AI for Legal Services Primer

    Skills you'll gain: Prompt Engineering, Legal Technology, Legal Strategy, Generative AI, Legal Research, Data Ethics, Responsible AI, Artificial Intelligence, Emerging Technologies, Information Privacy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    54 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U
    E
    E

    Multiple educators

    Human Mobility in Future Cities

    Skills you'll gain: Policy Analysis, Innovation, Systems Thinking, Storytelling, Sociology, Social Sciences, Creative Thinking, Economics, Policy, and Social Studies, Transportation Operations, Sustainable Development, Cultural Diversity, Critical Thinking, Sustainable Systems, Diversity Awareness, Case Studies, Environmental Science, Sustainable Technologies, Spatial Analysis, Human Centered Design, Research

    4.9
    Rating, 4.9 out of 5 stars
    ·
    290 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Embedded Software Development with C

    Skills you'll gain: Embedded Software, C (Programming Language), Embedded Systems, Debugging, Peripheral Devices, Integrated Development Environments, Development Environment, Electronic Hardware, System Programming, Electronics, Software Development Tools, Program Development, Hardware Architecture, Data Structures, Microarchitecture, System Configuration, Programming Principles, Performance Tuning, Computer Architecture, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    253 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Search Engine Optimization (SEO) with Squarespace : Coursera
  • Data Science Fundamentals: University of California, Irvine
  • TensorFlow Prediction: Identify Penguin Species: Coursera
  • AI Innovation & Product Strategy: Starweaver
  • Financial Leadership in Hospitality: Starweaver
  • C Programming: Language Foundations - 2: Dartmouth College
  • Creative Design, Prototyping, and Testing: University of Maryland, College Park
  • Climate Change and Sustainable Investing: EDHEC Business School
  • Master Full-Stack Web Development with Laravel & PHP: Board Infinity
  • Generative AI for Legal Services Primer: Vanderbilt 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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