Scientific Computing Courses and Certifications

Laboratorio di Programmazione

Introduzione alla programmazione: metodologie di progetto, algoritmi, strutture dati e strumenti di calcolo. Focus su sviluppo, analisi e implementazione di algoritmi per il calcolo scientifico.

• Federica
• 11 weeks
• On-Demand
• Free Online Course

Introduction to Numerical Computing with NumPy - SciPy 2019 Tutorial

1 review

Learn NumPy's powerful array processing capabilities, including array syntax, indexing, mathematical functions, and custom routines. Gain practical skills through hands-on examples and visualize results using matplotlib.

• YouTube
• 2 hours 16 minutes
• On-Demand
• Free Video

Bioinformatics With BB

Molecular Dynamics Simulation with GROMACS - Installation and Beginner Tutorial

1 review

Step-by-step guide to install GROMACS and run a beginner-level molecular dynamics simulation of a protein in water, covering both Windows and Linux platforms.

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

Behind the Scene: Open Source Software as Both a Tool and a Topic for Research

Explore the complex ecosystem of Open Source Software, its critical role in modern technology, systemic risks, and implications for scientific research through network analysis and risk modeling.

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

The Dynamics of Computation and the Computational Power of Dynamics

Explore the intersection of computation and dynamics, examining computational models, physical systems, and mathematical concepts to understand the nature of computation and its manifestation in various forms.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

Numerical Solution of Differential Equations - Oxford Mathematics 3rd Year Student Lecture

Explore numerical methods for solving differential equations in scientific applications, focusing on Euler's method and its applications in cosmological simulations.

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

Get Data Off the Ground with Python

This first module in Engineering Computations (EngComp1) creates a foundation with Python programming, for complete beginners

• Independent
• 4 weeks
• On-Demand
• Free Online Course

Colorado State University

Scientific Computing and the MATLAB Language

Master scientific computing fundamentals and MATLAB programming through hands-on practice with matrices, data analysis, numerical methods, symbolic computation, GUI design, and Simulink system simulation.

• XuetangX
• On-Demand
• Free Online Course

Charles Darwin University

MATLAB and Scientific Computation

Master MATLAB's comprehensive capabilities from basic matrix operations to advanced applications in scientific computing, data visualization, simulation, and machine learning implementations.

• XuetangX
• On-Demand
• Free Online Course

Python for Engineers and Scientists

360 ratings at LinkedIn Learning

Find out how practicing scientists, engineers, and students of science and engineering can use Python to help make their work more efficient.

• LinkedIn Learning
• 1 hour 59 minutes
• On-Demand
• Free Trial Available

IIT Kanpur;  NPTEL

Scientific Computing using Python

Learn Python programming and essential computational methods for science and engineering, including interpolation, integration, ODE/PDE solvers, linear algebra, and Monte Carlo techniques.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

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

Julia for Data Scientists First Look

134 ratings at LinkedIn Learning

Learn the basics of Julia, a popular programming language that combines the power and flexibility of Python with the speed of C.

• LinkedIn Learning
• 2 hours 19 minutes
• On-Demand
• Free Trial Available

Introduction to Fortran

90 ratings at LinkedIn Learning

Get an introduction to the Fortran programming language and how and why you might want to use it.

• LinkedIn Learning
• 2 hours 28 minutes
• On-Demand
• Free Trial Available

IIT Roorkee;  NPTEL

Finite Element Method and Computational Structural Dynamics

Explore finite element theory and its practical implementation using public domain software tools. Gain hands-on experience in computer-aided engineering for various structural applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course