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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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    IBM

    Python for Data Science, AI & Development

    Skills you'll gain: Data Import/Export, Programming Principles, Web Scraping, Python Programming, Jupyter, Data Structures, Data Processing, Pandas (Python Package), Data Manipulation, JSON, Computer Programming, Restful API, NumPy, Object Oriented Programming (OOP), Scripting, Application Programming Interface (API), Automation, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    43K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Generative AI for Business Intelligence (BI) Analysts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Interactive Data Visualization, Business Intelligence, ChatGPT, Data Presentation, Infographics, Data Visualization, Dashboard, Data Storytelling, Data Visualization Software, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Large Language Modeling, Deep Learning, SQL, Data Analysis, Image Quality

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Intermediate · Specialization · 1 - 3 Months

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    MathWorks

    Low Code Image Segmentation

    Skills you'll gain: Image Analysis, Matlab, Computer Vision, Automation Engineering, Medical Imaging

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    University of Colorado System

    Introduction to Agile Methods

    Skills you'll gain: Scrum (Software Development), Agile Methodology, Systems Engineering, Risk Management, Lean Methodologies, Software Development Methodologies, Scalability, Sprint Retrospectives, Agile Project Management, Systems Development Life Cycle, Team Management, Waterfall Methodology, Sprint Planning, Backlogs

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    The University of Edinburgh

    Learning for a Sustainable Future: Live at COP29

    Skills you'll gain: Sustainable Development, Cooperation, Discussion Facilitation, Collaboration, Research, Community Development, Creative Thinking, Community Outreach, Climate Change Adaptation, Student Engagement, Environmental Policy, Climate Change Mitigation, Education and Training

    4.6
    Rating, 4.6 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Building a Real-World Data Science Solution

    Skills you'll gain: AWS SageMaker, Exploratory Data Analysis, Feature Engineering, Dashboard, Interactive Data Visualization, Data Presentation, Data Visualization, Data Pipelines, Project Documentation, Solution Delivery, Data Storytelling, Amazon Web Services, Data Analysis, Data Integration, Technical Documentation, Business Intelligence, Cloud Infrastructure, Technical Communication, Automation, Project Management

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    Tecnológico de Monterrey

    Fundamentos de la Industria de Hidrocarburos

    Skills you'll gain: Petroleum Industry, Oil and Gas, Market Dynamics, Energy and Utilities, Environmental Issue, Economic Development, Economics, Climate Change Mitigation, Manufacturing and Production, Social Studies, Production Process, Natural Resource Management, Risk Management

    4.4
    Rating, 4.4 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Vanderbilt University

    ChatGPT + Excel: AI-Enhanced Data Analysis & Insight

    Skills you'll gain: Data Storytelling, Prompt Engineering, ChatGPT, Prompt Patterns, Excel Macros, Excel Formulas, Microsoft Excel, LLM Application, Productivity, OpenAI, Data Visualization, Data Analysis, Generative AI, Artificial Intelligence, Data Cleansing, Large Language Modeling, Data Integration, Data Transformation, Data Validation, Artificial Intelligence and Machine Learning (AI/ML)

    4.8
    Rating, 4.8 out of 5 stars
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    7.4K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Supervised Machine Learning: Regression

    Skills you'll gain: Supervised Learning, Regression Analysis, Predictive Modeling, Machine Learning, Statistical Modeling, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Feature Engineering, Statistical Analysis, Performance Metric

    4.7
    Rating, 4.7 out of 5 stars
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    811 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Michigan

    The History of Rocket Science

    Skills you'll gain: Manufacturing and Production, World History, International Relations, Political Sciences, Emerging Technologies, Timelines, Innovation, Engineering Design Process

    4.9
    Rating, 4.9 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Florida

    Agroforestry III: Principles of Plant and Soil Management

    Skills you'll gain: Land Management, Environment and Resource Management, Plant Operations and Management, Sustainable Systems, Water Resources, Natural Resource Management, Environment, Environmental Science, Biology

    4.8
    Rating, 4.8 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Foundations for Everyone

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Responsible AI, IBM Cloud, ChatGPT, Workflow Management, Action Oriented, No-Code Development, Machine Learning Software, Natural Language Processing, Business Workflow Analysis, Machine Learning, AI Product Strategy, Artificial Intelligence, Self Service Technologies, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    34K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Python for Data Science, AI & Development: IBM
  • Generative AI for Business Intelligence (BI) Analysts: IBM
  • Low Code Image Segmentation: MathWorks
  • Introduction to Agile Methods: University of Colorado System
  • Learning for a Sustainable Future: Live at COP29: The University of Edinburgh
  • Building a Real-World Data Science Solution : Coursera
  • Fundamentos de la Industria de Hidrocarburos: Tecnológico de Monterrey
  • ChatGPT + Excel: AI-Enhanced Data Analysis & Insight: Vanderbilt University
  • Supervised Machine Learning: Regression: IBM
  • The History of Rocket Science: University of Michigan

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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