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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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    Whizlabs

    Exam Prep DP-700: Microsoft Fabric Data Engineer Associate

    Skills you'll gain: Azure Synapse Analytics, Performance Tuning, Microsoft Azure, System Monitoring, Data Engineering, Transact-SQL, Star Schema, Power BI, PySpark, Data Cleansing, Data Analysis Expressions (DAX), Apache Spark, Data Warehousing, Analytics, Data Modeling, Data Analysis, SQL, Azure Active Directory, Advanced Analytics, Microsoft Copilot

    Intermediate · Specialization · 1 - 3 Months

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    Lund University

    Cities, Climate and Change: Pathways and Opportunities

    Skills you'll gain: Climate Change Mitigation, Sustainable Development, Climate Change Adaptation, Social Justice, Sustainable Systems, Community Development, Environmental Issue, Systems Thinking, Stakeholder Engagement, Visionary, Data-Driven Decision-Making, Research, Finance, Innovation, Strategic Partnership

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 3 Months

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    University of California, Davis

    Beer Quality Systems

    Skills you'll gain: ISO 9000 Series, Food Quality Assurance And Control, Quality Assurance and Control, Food and Beverage, Quality Assessment, Quality Management, Hazard Analysis, Standard Operating Procedure, Statistical Process Controls, Cost Control, Descriptive Statistics

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Managing Wetlands: Conservation & Restoration

    Skills you'll gain: Environmental Monitoring, Environmental Engineering and Restoration, Water Resource Management, Land Management, Natural Resource Management, Hydrology, Environment and Resource Management, Water Quality, Climate Change Adaptation, Environmental Science, Biology

    Intermediate · Course · 1 - 4 Weeks

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    Vanderbilt University

    Generative AI Automation

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Ideation, Verification And Validation, Data Presentation, LLM Application, Productivity, OpenAI, Generative AI, Document Management, Responsible AI, Data Synthesis, Image Analysis, Data Capture, Large Language Modeling, Data Analysis, Organizational Skills, Risk Management Framework, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
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    8.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    The Hong Kong University of Science and Technology

    General Relativity I: Theoretical Foundations

    Skills you'll gain: Physics, Differential Equations, Linear Algebra, Calculus, Mathematical Modeling, Advanced Mathematics, Mechanics, Applied Mathematics

    Mixed · Course · 1 - 4 Weeks

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    Vanderbilt University

    MATLAB Programming for Engineers and Scientists

    Skills you'll gain: Prompt Engineering, Image Analysis, Data Visualization Software, Matlab, Algorithms, Machine Learning Methods, User Interface (UI), Applied Machine Learning, ChatGPT, Scatter Plots, Object Oriented Programming (OOP), Dimensionality Reduction, Classification And Regression Tree (CART), Computer Programming, Histogram, AI Personalization, Data Processing, Data Analysis, Programming Principles, Debugging

    4.8
    Rating, 4.8 out of 5 stars
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    18K reviews

    Beginner · Specialization · 3 - 6 Months

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    Meta

    Meta Back-End Developer

    Skills you'll gain: Django (Web Framework), Full-Stack Web Development, Version Control, Restful API, Data Structures, Unix Commands, Bootstrap (Front-End Framework), Git (Version Control System), Back-End Web Development, GitHub, Web Design and Development, Relational Databases, Front-End Web Development, Object Oriented Programming (OOP), Database Management Systems, SQL, Database Design, Python Programming, Computer Programming, Cloud Hosting

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    9.7K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    University of Colorado Boulder

    Agile Project Management

    Skills you'll gain: User Story, Agile Project Management, Scrum (Software Development), Agile Methodology, Engineering Management, Sprint Planning, Organizational Strategy, Software Development Methodologies, Project Management, Virtual Teams, Leadership

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    459 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Introduction to Artificial Intelligence (AI)

    Skills you'll gain: Responsible AI, Generative AI, Natural Language Processing, Business Intelligence, Content Creation, Risk Mitigation

    4.7
    Rating, 4.7 out of 5 stars
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    22K reviews

    Beginner · Course · 1 - 4 Weeks

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    Institut Mines-Télécom

    Promote your Scientific Results

    Skills you'll gain: Oral Expression, Concision, Verbal Communication Skills, Public Speaking, Media and Communications, Interviewing Skills, Public Relations, Communication, Research, Persuasive Communication, Communication Strategies, Interpersonal Communications, Rapport Building, General Networking

    Beginner · Course · 1 - 3 Months

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    Lund University

    1.5° Lifestyles: Mainstreaming Everyday Sustainability

    Skills you'll gain: Sustainable Development, Sustainable Business, Climate Change Mitigation, Resource Consumption Accounting, Climate Change Adaptation, Systems Thinking, Consumer Behaviour, Sustainability Standards, Education and Training, Environmental Social And Corporate Governance (ESG), Community Development, Economics, Environmental Policy, Public Policies, Critical Thinking

    Beginner · Course · 1 - 3 Months

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

  • Exam Prep DP-700: Microsoft Fabric Data Engineer Associate: Whizlabs
  • Cities, Climate and Change: Pathways and Opportunities: Lund University
  • Beer Quality Systems: University of California, Davis
  • Managing Wetlands: Conservation & Restoration: University of Illinois Urbana-Champaign
  • Generative AI Automation: Vanderbilt University
  • General Relativity I: Theoretical Foundations: The Hong Kong University of Science and Technology
  • MATLAB Programming for Engineers and Scientists: Vanderbilt University
  • Meta Back-End Developer: Meta
  • Agile Project Management: University of Colorado Boulder
  • Introduction to Artificial Intelligence (AI): IBM

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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