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The Series Finale of Online Education: Coursera Acquires Udemy

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Subjects
Computer Science
Scientific Computing

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Scientific Computing Courses and Certifications

Master numerical methods, mathematical modeling, and high-performance computing using Python, MATLAB, and Julia for scientific research. Build expertise through courses on Coursera, XuetangX, and YouTube, covering everything from bioinformatics to physics-informed neural networks and GPU optimization.

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14 Best Julia Courses for 2026: 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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Modern Scientific Computing with MATLAB

Master scientific computing and problem-solving using MATLAB's powerful tools, from basic programming to advanced applications in calculus, linear algebra, differential equations, data analysis, and system simulation.
- XuetangX
- On-Demand
- Free Online Course
IIT Bombay; NPTEL
High Performance Scientific Computing

Master high-performance computing fundamentals, parallel programming with OpenMP and MPI, GPU computing, and scientific visualization tools for advanced computational research and simulation applications.
- Swayam
- 12 weeks
- On-Demand
- Free Online Course
IIT Delhi; NPTEL
Scientific Computing using Matlab

Learn MATLAB for scientific computing, covering numerical techniques, data handling, and differential equations. Hands-on practice with real-world applications for research projects.
- Swayam
- 12 weeks
- On-Demand
- Free Online Course
Centre International de Rencontres Mathématiques
Numerical Analysis and Scientific Computing

Explore advanced computational methods, numerical algorithms, and mathematical modeling techniques for solving complex scientific problems across multiple disciplines.
- YouTube
- 1 week 2 days 23 hours 43 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
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
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
- On-Demand
- 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
- 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
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
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
- 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
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

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