Scientific Computing Courses and Certifications

Computer Science: Programming with a Purpose

1342 ratings at Coursera

Learn essential programming concepts and skills using Java, covering variables, conditionals, loops, arrays, functions, recursion, and object-oriented programming. Develop problem-solving abilities applicable in modern computing environments.

• Coursera
• 3 days 16 hours 8 minutes
• On-Demand
• Paid Course

Linux for Scientific Computing Masterclass - 10.5 Hours

139 ratings at Udemy

Linux Command Line Masterclass for Bash Shell Scripting, HPC Job-schedulers, PBS Pro, Slurm and Bright Cluster Manager

• Udemy
• 10 hours 46 minutes
• On-Demand
• Paid Course

Scientific Computing for Information Security - Forging the Missing Link

Explore scientific computing's role in information security, focusing on data analytics, automation, and practical examples to enhance effectiveness and solve industry challenges.

• YouTube
• 41 minutes
• On-Demand
• Conference Talk

Institute for Pure & Applied Mathematics (IPAM)

Alloys - Artificial Intelligence and Scientific Computing for Fluid Mechanics

Explore the fusion of AI and scientific computing for predicting and controlling complex fluid systems, with insights on novel algorithms and the importance of interdisciplinary expertise.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Strange Loop Conference

Onyx-Native, Information Flow Models and Scientific Computing

Explore Onyx-Native library for modernizing legacy scientific computing systems, focusing on information flow models and their application to complex, long-lived codebases like NOAA's ASOS Ingest System.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

Alan Turing Institute

Deep Learning for Scientific Computing - Two Stories on the Gap Between Theory & Practice - Ben Adcock

Explores deep learning in scientific computing, highlighting limitations and recent theoretical advancements in high-dimensional function approximation and inverse problems for imaging, aiming to bridge the gap between theory and practice.

• YouTube
• 56 minutes
• On-Demand
• Free Video

EuroPython Conference

How Scientific Computing is Advancing the World of Football

Explore how Python's scientific computing and data science applications are revolutionizing football, from tactical analysis to player insights, with potential for wider accessibility and impact.

• YouTube
• 29 minutes
• On-Demand
• Conference Talk

EuroPython Conference

Python in Scientific Computing - What Works and What Doesn't

Evaluación de bibliotecas Python para cálculos científicos, enfocada en rendimiento, simplicidad, confiabilidad y portabilidad. Experiencias y lecciones aprendidas en la Fundación GEM.

• YouTube
• 38 minutes
• On-Demand
• Conference Talk

Inside Livermore Lab

Axom: Building Blocks for High Performance Scientific Computing Applications - Tutorial 2024

Explore Axom's robust software components for building high-performance scientific computing applications, fostering collaboration and shared infrastructure across projects.

• YouTube
• 2 hours 1 minute
• On-Demand
• Free Video

Anyscale

Accelerating Scientific Discovery with AI and Quantum Computing

Explore cutting-edge insights on distributed computing and AI from IBM's Dario Gil in this Ray Summit 2022 keynote address.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Advanced Cyberinfrastructure Training at RPI

Research Ops - Challenges and Practical Solutions for Distributed Scientific Computing

Explore challenges and practical solutions for distributed scientific computing in research operations, focusing on advanced cyberinfrastructure.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Formally Verified Numerical Methods in Scientific Computing

Delve into formal verification techniques for numerical methods, exploring machine-checked program verification and mathematical proofs for scientific computing algorithms and differential equations.

• YouTube
• 56 minutes
• On-Demand
• Free Video

EuroPython Conference

GPU Performance or Ease of Use - Why Not Both? Accelerating Scientific Computing with nvmath-python

Discover how nvmath-python bridges the gap between GPU performance and Python ease of use, enabling advanced mathematical operations with JIT compilation and kernel fusion capabilities.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Harvard CMSA

Generative Modeling with Flows and Diffusions - Applications to Scientific Computing

Explore generative modeling through flows and diffusions, focusing on mathematical foundations and applications in scientific computing, Monte Carlo sampling, and dynamical systems.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Centre International de Rencontres Mathématiques

Advanced Quantum Algorithms for Scientific Computing - Lecture 2

Explore advanced quantum algorithms for scientific computing, covering QLSP, QSVT, Hamiltonian simulation, and quantum differential equation solvers.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video