Data-oriented programming

Data-oriented programming is a software design approach that prioritizes efficient data organization and access patterns to optimize performance in data-intensive applications. Coursera's Data-oriented programming catalogue teaches you how to structure code around data, focusing on memory layout and hardware considerations. You'll learn to classify models between Array of Structures (AoS) and Structure of Arrays (SoA), determine memory footprints of data structures, and develop code to experiment with different data layouts. This skill empowers you to create high-performance, scalable solutions for scientific simulations, statistical data processing, and computer graphics, enhancing your ability to write efficient and maintainable C++ code for complex computational problems.
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Results for "data-oriented programming"

  • Status: Free Trial

    University of Michigan

    Skills you'll gain: NumPy, Debugging, Pandas (Python Package), Statistics, Data Analysis, Descriptive Statistics, Data-oriented programming, Data Processing, Maintainability, Numerical Analysis, Critical Thinking, Technical Support

    4.2
    Rating, 4.2 out of 5 stars
    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial

    University of California, Santa Cruz

    Skills you'll gain: C++ (Programming Language), Debugging, C (Programming Language), C and C++, Object Oriented Programming (OOP), Software Design Patterns, Code Review, Data Structures, Computer Programming, Algorithms, Command-Line Interface, Data-oriented programming, Programming Principles, Graph Theory, Computer Science, Computational Thinking, Artificial Intelligence, Integrated Development Environments, Software Technical Review, Game Design

    4.5
    Rating, 4.5 out of 5 stars
    9.5K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    Status: Preview

    University of Geneva

    Skills you'll gain: Data-oriented programming, Computational Thinking, Operating Systems

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    University of California, Santa Cruz

    Skills you'll gain: Go (Programming Language), Debugging, C (Programming Language), Data Structures, C and C++, C++ (Programming Language), Object Oriented Programming (OOP), Computer Programming, Code Review, Unit Testing, Command-Line Interface, Data-oriented programming, Integrated Development Environments, Computer Science, Algorithms, File Systems, Computational Thinking, Software Technical Review, Integration Testing, Software Design

    4.5
    Rating, 4.5 out of 5 stars
    7.2K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial

    University of California, Santa Cruz

    Skills you'll gain: C++ (Programming Language), Go (Programming Language), Debugging, C (Programming Language), Data Structures, C and C++, Object Oriented Programming (OOP), Software Design Patterns, Computer Programming, Code Review, Unit Testing, Command-Line Interface, Data-oriented programming, Programming Principles, Integrated Development Environments, Algorithms, Graph Theory, Computer Science, File Systems, Computational Thinking

    4.5
    Rating, 4.5 out of 5 stars
    9.5K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial

    University of California, Santa Cruz

    Skills you'll gain: C (Programming Language), Debugging, C++ (Programming Language), Data Structures, Computer Programming, Command-Line Interface, Data-oriented programming, Algorithms, File Management

    4.6
    Rating, 4.6 out of 5 stars
    784 reviews

    Intermediate · Course · 1 - 3 Months

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  • Status: New

    Packt

    Skills you'll gain: NoSQL, Database Systems, Database Theory, Databases, Database Management, Data Storage Technologies, Data-oriented programming, Performance Tuning, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Algorithms

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    University of Michigan

    Skills you'll gain: Statistics, Data Analysis, Descriptive Statistics, Data-oriented programming, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • Coursera Project Network

    Skills you'll gain: R (Software), Data Import/Export, Package and Software Management, R Programming, Data Structures, Data-oriented programming, Statistical Programming, Data Analysis Software, Data Analysis, Data Science

    4.3
    Rating, 4.3 out of 5 stars
    383 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    Status: Free Trial

    EDUCBA

    Skills you'll gain: Animation and Game Design, Unity Engine, Game Design, 3D Assets, User Interface (UI), Computer Graphics, 3D Modeling, Virtual Environment, Video Game Development, Animations, User Interface (UI) Design, Visualization (Computer Graphics), Computer Graphic Techniques, Performance Tuning, Software Design, Data-oriented programming, C# (Programming Language), Scripting, Linear Algebra, Data Structures

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial

    University of California San Diego

    Skills you'll gain: Combinatorics, Theoretical Computer Science, Algorithms, Graph Theory, Computational Thinking, Data-oriented programming, Operations Research, Python Programming, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
    375 reviews

    Beginner · Course · 1 - 4 Weeks

  • Duke University

    Skills you'll gain: Python Programming, Data Pipelines, Scripting, Computer Programming, Data-oriented programming, Scripting Languages, Software Engineering

    Beginner · Guided Project · Less Than 2 Hours