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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: Preview
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    S

    Starweaver

    IIBA® Entry Certificate in Business Analysis™ (ECBA™) Exam Prep

    Skills you'll gain: Requirements Elicitation, Requirements Analysis, Stakeholder Engagement, Requirements Management, Business Analysis, Performance Improvement, Business Requirements, Case Studies, Stakeholder Analysis, Governance, Business Process Modeling, Strategic Planning, Problem Solving, Prioritization

    4.8
    Rating, 4.8 out of 5 stars
    ·
    119 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Strategic Technology Management

    Skills you'll gain: Organizational Change, Innovation, Change Management, Business Modeling, Technology Strategies, Design Thinking, Product Lifecycle Management, New Product Development, Business Transformation, Product Development, Customer Insights, Organizational Strategy, Service Design, Business Strategy, Strategic Thinking, Customer experience strategy (CX), Cross-Functional Team Leadership, Product Management, Team Leadership, Organizational Effectiveness

    4.8
    Rating, 4.8 out of 5 stars
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    124 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Lean Software Development

    Skills you'll gain: Design Thinking, Process Mapping, Kanban Principles, User Experience Design, Lean Methodologies, Lean Manufacturing, Agile Software Development, Product Development, Lean Six Sigma, Process Improvement, Software Development, Software Development Methodologies, Continuous Improvement Process, Innovation, Prototyping

    4.6
    Rating, 4.6 out of 5 stars
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    430 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Illinois Urbana-Champaign

    Data Analytics Foundations for Accountancy II

    Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Decision Tree Learning, Exploratory Data Analysis, Regression Analysis, Data Processing

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    ESG and Climate Change

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Waste Minimization, Corporate Sustainability, Environmental Issue, Business Ethics, Insurance, Product Lifecycle Management, Climate Change Mitigation, Environmental Regulations, Business Risk Management, Sustainability Reporting, Stakeholder Engagement

    4.8
    Rating, 4.8 out of 5 stars
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    449 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Machine Learning with TensorFlow Google Cloud 日本語版

    Skills you'll gain: Feature Engineering, Tensorflow, Google Cloud Platform, Data Quality, Data Cleansing, Scikit Learn (Machine Learning Library), Keras (Neural Network Library), Machine Learning, Exploratory Data Analysis, Supervised Learning, MLOps (Machine Learning Operations), Data Transformation, Data Pipelines, Jupyter, Big Data, Artificial Neural Networks, Responsible AI, Data Processing, No-Code Development, Applied Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    152 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    F

    Fractal Analytics

    Foundations of Machine Learning

    Skills you'll gain: Applied Machine Learning, Machine Learning, Supervised Learning, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Feature Engineering, Unsupervised Learning, Application Deployment, Predictive Modeling, Statistical Modeling, Data Processing, Anomaly Detection, Data Manipulation, Data Cleansing, Exploratory Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Generative AI Essentials: A Comprehensive Introduction

    Skills you'll gain: Responsible AI, Data Ethics, Large Language Modeling, Innovation, Critical Thinking

    4.2
    Rating, 4.2 out of 5 stars
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    47 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    GenAI for Execs & Business Leaders: Formulate Your Use Case

    Skills you'll gain: Prompt Engineering, Risk Mitigation, Risk Analysis, Feasibility Studies, Brainstorming, AI Product Strategy, Generative AI Agents, Business Priorities, Generative AI, Goal Setting, Business Solutions, Strategic Decision-Making, Operational Efficiency

    4.8
    Rating, 4.8 out of 5 stars
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    104 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of California, Davis

    AI for Knowledge Workers

    Skills you'll gain: Prompt Engineering, Generative AI, Anthropic Claude, Responsible AI, ChatGPT, LLM Application, Data Ethics, Artificial Intelligence, Brainstorming, Machine Learning, Deep Learning, Workforce Development, Content Creation, Information Privacy

    4.5
    Rating, 4.5 out of 5 stars
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    182 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Architecting with Google Compute Engine 日本語版

    Skills you'll gain: Identity and Access Management, Prompt Engineering, Cloud Infrastructure, Google App Engine, Google Cloud Platform, Containerization, Application Deployment, Microservices, Kubernetes, Virtual Machines, CI/CD, Cloud Computing Architecture, Generative AI, Cloud Computing, Cloud-Native Computing, Infrastructure Architecture, Terraform, Infrastructure As A Service (IaaS), Cloud Applications, Restful API

    4.5
    Rating, 4.5 out of 5 stars
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    888 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Differential Calculus through Data and Modeling

    Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Estimation, Graphing, Mathematical Modeling, Algebra, Cost Estimation, Mathematical Software, Engineering Calculations, Linear Algebra, Trigonometry, Operations Research, Data Analysis, Advanced Mathematics, Derivatives, Mathematical Theory & Analysis, Geometry

    4.8
    Rating, 4.8 out of 5 stars
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    378 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • IIBA® Entry Certificate in Business Analysis™ (ECBA™) Exam Prep: Starweaver
  • Strategic Technology Management: University of Illinois Urbana-Champaign
  • Lean Software Development: University of Minnesota
  • Data Analytics Foundations for Accountancy II: University of Illinois Urbana-Champaign
  • ESG and Climate Change: University of Pennsylvania
  • Machine Learning with TensorFlow Google Cloud 日本語版: Google Cloud
  • Foundations of Machine Learning : Fractal Analytics
  • Generative AI Essentials: A Comprehensive Introduction: Fractal Analytics
  • GenAI for Execs & Business Leaders: Formulate Your Use Case: IBM
  • AI for Knowledge Workers: University of California, Davis

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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