Scientific Computing Courses and Certifications

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Wolfram

A Modern Course in Mathematical Methods for Physical Sciences Using Mathematica

Master mathematical methods for physical sciences using Mathematica. Explore paperless learning, automated grading, and practical applications in this innovative UC Irvine course.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

BIMSA

An Effective and Adequate Theory of Real Computation with Applications

Explore an effective theory of real computation, addressing inadequacies in current approaches and discussing applications in scientific and engineering disciplines.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Instituto de Matemática Pura e Aplicada

Making Scientific Applications Provenance Aware - Aula 03

Discover how provenance transforms scientific applications from opaque results to auditable, trustworthy outcomes through monitoring, data analysis, and seamless capture tools.

• YouTube
• 50 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

ACM SIGPLAN

Synthesizing Sound and Precise Abstract Transformers for Nonlinear Hyperbolic PDE Solvers

Discover Phocus, the first abstract interpretation tool for hyperbolic PDE solvers that certifies bounds and invariants to prevent crashes and ensure numerical stability.

• YouTube
• 14 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Topos Institute

Sociotechnical Infrastructure for Mathematics Research

Explore the intersection of technology, human collaboration, and mathematical research infrastructure through an analysis of cyberinfrastructure's role in advancing scientific discovery.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Practicing Coding Interview Questions in Python

Prepare for your next coding interviews in Python.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available