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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


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    Starweaver

    Robotics Process Automation for Smart Manufacturing

    Skills you'll gain: Robotic Process Automation, Business Process Automation, Automation, Manufacturing Processes, Key Performance Indicators (KPIs), Internet Of Things, User Interface (UI), Systems Integration, Scalability, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Netzkonvergenzstudien in der Finiten Elemente Methode

    Skills you'll gain: Finite Element Methods, Simulation and Simulation Software, Simulations, Mathematical Modeling, Engineering Analysis, 3D Modeling, Scientific Visualization, Cloud Computing, Structural Analysis

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    PepsiCo

    Water Governance & Economics

    Skills you'll gain: Water Resources, Water Resource Management, Water Sustainability, Hydrology, Water Quality, Governance, Strategic Thinking, Public Works, Forecasting, Environmental Science, Environmental Engineering and Restoration, Civil Engineering, Environmental Laws, Economics, Stakeholder Engagement

    3.5
    Rating, 3.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Golf Course Management: Best Practices

    Skills you'll gain: Architecture and Construction, Landscape Architecture, Land Management, Property Maintenance, Water Resource Management, Environmental Science

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 3 Months

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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

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    Packt

    Foundations of Machine Learning with Azure

    Skills you'll gain: Feature Engineering, Microsoft Azure, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Data Processing, Data Cleansing, Supervised Learning, Data Transformation, MLOps (Machine Learning Operations), Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Resource Management

    Intermediate · Course · 1 - 4 Weeks

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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

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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

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    Pontificia Universidad Católica de Chile

    Electrónica Digital Bit a Bit: Diseñando en Verilog para FPGA

    Skills you'll gain: Computer Architecture, Hardware Architecture, Digital Communications, System Design and Implementation, Computer Hardware, Functional Design, Technical Design, Data Storage

    4.1
    Rating, 4.1 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Dartmouth College

    Question Reality: Matter

    Skills you'll gain: Physics, Physical Science, General Science and Research, Scientific Methods, Chemistry, Laboratory Equipment, Research, Qualitative Research, World History

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    PepsiCo

    PepsiCo: Water Stewardship

    Skills you'll gain: Water Resources, Hydrology, Water Resource Management, Water Sustainability, Water Quality, Stormwater Management, Environment and Resource Management, Natural Resource Management, Environment, Corporate Sustainability, Stakeholder Engagement, Governance, Strategic Thinking, Public Works, Forecasting, Environmental Science, Environmental Engineering and Restoration, Quantitative Research, Environmental Monitoring, Supply Chain Management

    3.9
    Rating, 3.9 out of 5 stars
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    9 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Stanford University

    AI in Healthcare

    Skills you'll gain: Feature Engineering, Healthcare Ethics, Pharmaceuticals, Data Ethics, Clinical Research, Health Systems, Healthcare Industry Knowledge, Unstructured Data, Health Care, Health Informatics, Data Mining, Managed Care, Responsible AI, Clinical Data Management, Applied Machine Learning, Medical Billing, Electronic Medical Record, Machine Learning, Artificial Intelligence, Clinical Research Ethics

    4.7
    Rating, 4.7 out of 5 stars
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    2.4K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Robotics Process Automation for Smart Manufacturing : Starweaver
  • Netzkonvergenzstudien in der Finiten Elemente Methode: Coursera
  • Water Governance & Economics: PepsiCo
  • Golf Course Management: Best Practices: University of Illinois Urbana-Champaign
  • Python for Data Science, AI & Development: IBM
  • Foundations of Machine Learning with Azure: Packt
  • Building a Real-World Data Science Solution : Coursera
  • Learning for a Sustainable Future: Live at COP29: The University of Edinburgh
  • Electrónica Digital Bit a Bit: Diseñando en Verilog para FPGA: Pontificia Universidad Católica de Chile
  • Question Reality: Matter: Dartmouth College

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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