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  • Feature Engineering

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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    SkillUp

    Generative AI: Supercharge Your Product Management Career

    Skills you'll gain: AI Product Strategy, Google Gemini, Product Lifecycle Management, Generative AI, Product Management, ChatGPT, Customer experience improvement, Responsible AI, Prompt Engineering, Microsoft Copilot, Digital Transformation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    151 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Illinois Tech

    Model Diagnostics and Remedial Measures

    Skills you'll gain: Regression Analysis, Data Validation, Feature Engineering, Exploratory Data Analysis, Statistical Modeling, Data Transformation, Statistical Methods, Plot (Graphics), Statistical Analysis, R Programming, Correlation Analysis, Time Series Analysis and Forecasting, Statistical Inference, Linear Algebra, Statistical Hypothesis Testing, Probability Distribution

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad de Palermo

    Product Management

    Skills you'll gain: Product Management, Strategic Marketing, Marketing, Product Strategy, Product Development, Consumer Behaviour, Customer Insights, Target Market, Customer experience strategy (CX), Brand Management, Product Lifecycle Management, Market Opportunities, Innovation

    4.7
    Rating, 4.7 out of 5 stars
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    279 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Illinois Urbana-Champaign

    3D Printing Hardware

    Skills you'll gain: Hardware Troubleshooting, Computer Hardware, 3D Modeling, Manufacturing Processes, Digital Design, Mechanical Design, Control Systems, Materials science, Electronic Components, Mechanical Engineering

    4.2
    Rating, 4.2 out of 5 stars
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    111 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    LearnQuest

    Capstone Project: Advanced AI for Drug Discovery

    Skills you'll gain: Feature Engineering, Bioinformatics, Dimensionality Reduction, Predictive Modeling, Applied Machine Learning, Deep Learning, Artificial Neural Networks, Pandas (Python Package), Drug Development, Unsupervised Learning, Scikit Learn (Machine Learning Library), Data Manipulation, Molecular Biology, Regression Analysis, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning

    2.1
    Rating, 2.1 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Glasgow

    Deep learning in Electronic Health Records - CDSS 2

    Skills you'll gain: Deep Learning, Electocardiography, Machine Learning Methods, Artificial Neural Networks, Data Processing, Health Informatics, Electronic Medical Record, Data Cleansing, Feature Engineering, Time Series Analysis and Forecasting, Predictive Modeling

    4
    Rating, 4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Coursera

    AI-Powered Finance: Forecasting, Planning & Reporting

    Skills you'll gain: Ledgers (Accounting), Prompt Engineering, Tax Planning, Tax Management, Large Language Modeling, Auditing, LLM Application, Tax Compliance, Income Tax, Portfolio Management, Generative AI, Cash Flow Forecasting, Fraud detection, Financial Forecasting, Financial Analysis, Responsible AI, Analysis, Oracle Cloud Applications, Artificial Intelligence, Risk Management

    4.3
    Rating, 4.3 out of 5 stars
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    208 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    LearnQuest

    Combining Scrum with Other Agile Methodologies

    Skills you'll gain: Behavior-Driven Development, DevSecOps, Test Driven Development (TDD), Kanban Principles, Continuous Integration, Agile Software Development, Lean Methodologies, DevOps, Agile Methodology, Scrum (Software Development), Software Development Methodologies, Continuous Deployment, Unit Testing, Integration Testing, Cross-Functional Collaboration, Continuous Improvement Process

    4.7
    Rating, 4.7 out of 5 stars
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    541 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidade Estadual de Campinas

    Processamento Digital de Sinais - Amostragem

    Skills you'll gain: Digital Communications, Image Quality, Electronics Engineering, Electrical Engineering, Systems Design, Telecommunications, Mathematical Modeling, Engineering Analysis, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
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    211 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    CertNexus

    Train Machine Learning Models

    Skills you'll gain: Jupyter, Unsupervised Learning, Classification And Regression Tree (CART), Applied Machine Learning, Predictive Modeling, Regression Analysis, Machine Learning, Supervised Learning, Statistical Modeling, Feature Engineering, Forecasting, Performance Tuning, Performance Metric

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Project Planning and Machine Learning

    Skills you'll gain: Data Visualization, Machine Learning Algorithms, Product Planning, File Systems, Product Requirements, Project Planning, Big Data, Data Analysis, Data Processing, Data Wrangling, Plan Execution, Machine Learning, Internet Of Things, Data Storage Technologies, Design, Data Storage, Supervised Learning, Unsupervised Learning, Requirements Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    132 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Ethical Decision-Making in the Tech Industry

    Skills you'll gain: Business Ethics, Courage, Technical Management, Ethical Standards And Conduct, Decision Making, Engineering Management, Professionalism, Personal Integrity, Organizational Leadership, Ancient History, Human Development, Cultural Diversity, Business Leadership, Technology Strategies, Leadership, Anthropology, Social Sciences, Artificial Intelligence

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    90 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Generative AI: Supercharge Your Product Management Career: SkillUp
  • Model Diagnostics and Remedial Measures: Illinois Tech
  • Product Management: Universidad de Palermo
  • 3D Printing Hardware: University of Illinois Urbana-Champaign
  • Capstone Project: Advanced AI for Drug Discovery: LearnQuest
  • Deep learning in Electronic Health Records - CDSS 2: University of Glasgow
  • AI-Powered Finance: Forecasting, Planning & Reporting: Coursera
  • Combining Scrum with Other Agile Methodologies: LearnQuest
  • Processamento Digital de Sinais - Amostragem: Universidade Estadual de Campinas
  • Train Machine Learning Models: CertNexus

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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