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Subjects
Computer Science
Scientific Computing

Free Online

Scientific Computing Courses and Certifications

Learn Scientific Computing, earn certificates with free online courses from XuetangX, YouTube and other top learning platforms around the world. Read reviews to decide if a class is right for you.

584 courses

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Best Courses Guides

14 Best Julia Courses for 2025: Fast, Elegant, Scientific

Stop prototyping in one language and optimizing in another. Embrace Julia, a blazingly fast language for scientific computing, with these free and paid courses.

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Introduction to Computational Thinking
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Central South University
Scientific Computing and Mathematical Modeling

Master scientific computing fundamentals and mathematical modeling techniques through practical problem-solving, covering interpolation, numerical methods, differential equations, and statistical forecasting with real-world applications.
- XuetangX
- On-Demand
- Free Online Course
Institute for Pure & Applied Mathematics (IPAM)
Packaging Scientific Software with Conda-Forge - IPAM at UCLA

Explore scientific software packaging using Conda-Forge with Jan Janssen from Los Alamos National Laboratory, focusing on co-design for exascale computing and hackathon applications.
- YouTube
- 54 minutes
- On-Demand
- Free Video
Institute for Pure & Applied Mathematics (IPAM)
Optimizing GPU Performance - Case Study Using Chain Benchmark in LAMMPS

Explore GPU performance optimization techniques using the Chain Benchmark in LAMMPS, presented by Stan Moore from Sandia National Laboratories at IPAM's workshop on Exascale Co-design.
- YouTube
- 44 minutes
- On-Demand
- Free Video
Isaac Newton Institute for Mathematical Sciences
Kirk Lecture: A Recent Technology for Scientific Computing - The Virtual Element Method

Explore the Virtual Element Method, a generalization of FEM for solving PDEs using polygonal/polyhedral meshes, offering improved accuracy, efficiency, and flexibility in scientific computing.
- YouTube
- 54 minutes
- On-Demand
- Free Video
Alan Turing Institute
Enhancing Scientific Computing Through Physics-Informed Neural Networks

Explore physics-informed neural networks (PINNs) as an alternative to traditional scientific computation, addressing challenges in high-dimensional problems and incorporating noisy data in inverse problems.
- YouTube
- 1 hour 10 minutes
- On-Demand
- Free Video
MICDE University of Michigan
Programming Novel AI Accelerators for Scientific Computing - Part 1 - Tutorial 5

Explore programming techniques for AI accelerators in scientific computing, focusing on novel approaches and optimization strategies.
- YouTube
- 57 minutes
- On-Demand
- Free Video
MICDE University of Michigan
Programming Novel AI Accelerators for Scientific Computing - Part 2 - Tutorial 5

Explore advanced techniques for programming AI accelerators in scientific computing, focusing on optimization and performance enhancement.
- YouTube
- 38 minutes
- On-Demand
- Free Video
MICDE University of Michigan
SciFM24 Summer School Opening Remarks

Explore the SciFM24 Summer School with opening remarks from Karthik Duraisamy, gaining insights into the program's objectives and structure.
- YouTube
- 10 minutes
- On-Demand
- Free Video
Exascale Computing Project
Lab Notebooks for Computational Mathematics, Sciences and Engineering

Explore lab notebooks' adaptation to computational research, with examples addressing challenges in transitioning from experimental to computational sciences.
- YouTube
- 1 hour 2 minutes
- On-Demand
- Free Video
ICTP-SAIFR
Quantitative Foundations of Ecological and Evolutionary Research - Class 11

Explore quantitative foundations of ecology and evolution, covering code publishing, best practices, GitHub usage, and scientific publishing processes.
- YouTube
- 1 hour 36 minutes
- On-Demand
- Free Video
PyCon US
Friends Don't Let Friends Package Alone - A Community Approach to Python Packaging

Demystifying Python packaging: Learn about pyOpenSci's community-driven approach to simplify the process, build consensus on best practices, and create accessible recommendations for successful package development.
- YouTube
- 30 minutes
- On-Demand
- Free Video
MICDE University of Michigan
Towards Persistent Computing - Next Generation of Computational Science

Explore the future of computational science and persistent computing with insights from aerospace engineering expert Venkat Raman's innovative research and perspectives.
- YouTube
- 30 minutes
- On-Demand
- Free Video
USENIX
Computing Challenges for CERN's Large Hadron Collider - Data Storage and Grid Computing

Explore CERN's Large Hadron Collider computing infrastructure, focusing on cluster management, data storage, and grid computing solutions for handling massive particle physics data generation.
- YouTube
- 1 hour 25 minutes
- On-Demand
- Free Video
WestGrid
Nextflow and Julia for Scalable Computation

Discover powerful computational tools for scalable data processing, combining Nextflow's workflow management capabilities with Julia's high-performance computing features.
- YouTube
- 59 minutes
- On-Demand
- Free Video
JuliaHub
Modern Industrial Modeling Made Easy with JuliaSim and JuliaHub

Discover how to streamline industrial modeling workflows using JuliaSim and JuliaHub, covering data management, version control, parallel computing, and team collaboration tools.
- YouTube
- 52 minutes
- On-Demand
- Free Video

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