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  • Scientific Computing

Scientific Computing Courses

Scientific computing courses can help you learn numerical methods, data analysis, algorithm development, and simulation techniques. You can build skills in programming languages like Python and R, as well as mathematical modeling and statistical analysis. Many courses introduce tools such as MATLAB, NumPy, and SciPy, that support implementing algorithms and processing large datasets effectively.

Popular Scientific Computing Courses and Certifications


  • C

    Coursera

    OpenCL Programming

    Skills you'll gain: Memory Management, Distributed Computing, C and C++, Scalability, Performance Tuning, C++ (Programming Language), System Programming, Microarchitecture, Computer Architecture, Cross Platform Development, Hardware Architecture, Computing Platforms, Program Development, Application Frameworks, Development Environment

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • B

    Birla Institute of Technology & Science, Pilani

    Multicore and GPGPU Programming

    Skills you'll gain: Microarchitecture, Computer Architecture, Hardware Architecture, System Programming, Programming Principles, Distributed Computing, C and C++, Performance Tuning, Memory Management, Algorithms, OS Process Management, Program Development, Scalability, Data Sharing, Performance Testing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • U

    University of London

    Applied Mathematical Methods for Computing

    Skills you'll gain: Combinatorics, Probability & Statistics, Data Analysis, Advanced Mathematics, Linear Algebra, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Geometry, Applied Mathematics, Statistics, Statistical Analysis, Statistical Methods, Probability, Algorithms, Algebra, Descriptive Statistics

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of London

    Algorithms and Complexity

    Skills you'll gain: Algorithms, Computational Thinking, Theoretical Computer Science, Computational Logic, Critical Thinking and Problem Solving, Computer Science, Data Structures, Critical Thinking, Classification Algorithms, Logical Reasoning, Graph Theory, Mathematical Theory & Analysis, Complex Problem Solving, Analysis, Game Theory

    4.2 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (6) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Computing, Ethics, and Society Foundations

    Skills you'll gain: Data Ethics, Security Awareness, Ethical Standards And Conduct, Cybersecurity, Responsible AI, digital literacy, Information Privacy, Social Impact, AI Personalization, Media and Communications, Data Security, Personally Identifiable Information, Law, Regulation, and Compliance, Penetration Testing

    4.5 stars, 27 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (27) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    Practical Quantum Computing with IBM Qiskit for Beginners

    Skills you'll gain: IBM Cloud, Cryptography, Cryptographic Protocols, Algorithms, Python Programming, Linear Algebra, Software Installation, Development Environment, Application Frameworks

    4.1 stars, 12 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.1 (12) · Beginner · Course · 3 - 6 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Parallel programming

    Skills you'll gain: Scala Programming, Data Structures, Algorithms, Programming Principles, Functional Design, Java Programming, Other Programming Languages, Performance Tuning, Performance Testing

    4.4 stars, 1.8K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (1.8K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Mastering Programming with MATLAB

    Skills you'll gain: Object Oriented Programming (OOP), Algorithms, Object Oriented Design, Software Engineering, Program Development, Matlab, Application Development, Computer Programming, Theoretical Computer Science, Programming Principles, Engineering Calculations, Mathematical Software, Engineering Analysis, Applied Mathematics, Numerical Analysis, Scripting, Performance Tuning, User Interface (UI)

    4.8 stars, 435 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (435) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Advanced Data Structures, RSA and Quantum Algorithms

    Skills you'll gain: Quantum computing, Public Key Cryptography Standards (PKCS), Cryptography, Data Structures, Cryptographic Protocols, Algorithms, Encryption, Theoretical Computer Science, Computer Science, Programming Principles, Mathematical Software, Advanced Mathematics

    4.6 stars, 69 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.6 (69) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of London

    Mathematical Foundations for Computing

    Skills you'll gain: Arithmetic, Theoretical Computer Science, Computational Logic, Programming Principles, Computer Science, Algorithms, Computational Thinking, Database Theory, Mathematical Modeling, Data Structures, General Mathematics, Applied Mathematics, Business Mathematics, Advanced Mathematics, Logical Reasoning, Problem Solving

    4.1 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (7) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Ludwig-Maximilians-Universität München (LMU)

    Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python

    Skills you'll gain: Finite Element Methods, Numerical Analysis, Engineering Analysis, Jupyter, Differential Equations, Applied Mathematics, Mathematical Software, Mathematical Modeling, Distributed Computing, Simulation and Simulation Software, Python Programming, Calculus, Mechanics, Vibrations, Simulations, Derivatives

    4.8 stars, 392 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (392) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Programming

    Skills you'll gain: C (Programming Language), Programming Principles, Computer Programming, Memory Management, Computational Thinking, Computer Systems, Data Structures, Algorithms, File I/O, Operating Systems, Computer Hardware

    4.5 stars, 56 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (56) · Beginner · Course · 1 - 3 Months

    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular scientific computing courses

  • OpenCL Programming: Coursera
  • Multicore and GPGPU Programming: Birla Institute of Technology & Science, Pilani
  • Applied Mathematical Methods for Computing: University of London
  • Algorithms and Complexity: University of London
  • Computing, Ethics, and Society Foundations: University of Colorado Boulder
  • Practical Quantum Computing with IBM Qiskit for Beginners: Packt
  • Parallel programming: École Polytechnique Fédérale de Lausanne
  • Mastering Programming with MATLAB: Vanderbilt University
  • Advanced Data Structures, RSA and Quantum Algorithms: University of Colorado Boulder
  • Mathematical Foundations for Computing: University of London

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