Computational Physics Courses and Certifications

Computational Physics: Scientific Programming with Python

1111 ratings at Udemy

From numerical methods to exciting applications: Differential equations, eigenvalue problems, Monte Carlo methods & more

• Udemy
• 20 hours 56 minutes
• On-Demand
• Paid Course

Computational Data Science in Physics I

Explore realistic physics research examples using computational methods to analyze LIGO data, detect gravitational waves, and fit signals within physical models using Jupyter notebooks.

• MITx Online
• 6 weeks, 10-15 hours a week
• On-Demand
• Free Online Course

Computational Data Science in Physics II

Master computational methods for physics research, including hypothesis testing, semi-parametric methods, deep learning, and analyzing LHC data to measure W and Z boson properties.

• MITx Online
• 7 weeks, 10-15 hours a week
• On-Demand
• Free Online Course

Computational Data Science in Physics III

Dive into numerical simulations for physics research, from differential equations to lattice models, culminating in applications relevant to contemporary lattice QCD.

• MITx Online
• 7 weeks, 10-15 hours a week
• On-Demand
• Free Online Course

Let's Code Physics

Python Tutorial 1 - Computations and Variables for Computational Physics Beginners

Learn essential Python basics for computational physics, including computations and variables, tailored for undergraduate-level assignments in this beginner-friendly tutorial.

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

Let's Code Physics

Python Tutorial 3 - Graphing for Computational Physics - Absolute Beginners

Learn to create graphs for computational physics using Python, ideal for undergraduate assignments and beginners in scientific data visualization.

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

ICTP Condensed Matter and Statistical Physics

Computational Physics and Materials Science: Total Energy and Force Methods - Day 2

Explore cutting-edge advances in condensed matter physics and materials science through realistic electronic structure calculations of complex systems.

• YouTube
• 4 hours 55 minutes
• On-Demand
• Free Video

ICTP Condensed Matter and Statistical Physics

Computational Physics and Materials Science: Total Energy and Force Methods - Day 1

Explore cutting-edge advances in condensed matter physics and materials science through realistic electronic structure calculations of complex systems.

• YouTube
• 8 hours 7 minutes
• On-Demand
• Free Video

Let's Code Physics

Computational Problems for Intro Physics - Matter and Interactions Supplement

Explore computational modeling techniques for introductory physics concepts including mechanics, electricity, waves, and motion through hands-on programming exercises.

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

Chair SIGHPC Education

Computational Physics in the Classroom

Explore three approaches to integrating computational physics in education, using modeling techniques to illustrate key principles and functions.

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

ICTP Condensed Matter and Statistical Physics

Computational Physics and Materials Science: Total Energy and Force Methods - Day 3

Explore cutting-edge advances in condensed matter physics and materials science through realistic electronic structure calculations of complex systems.

• YouTube
• 2 hours 11 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

A Computational Lens on Doing Physics - Part 2

Explore computational methods in physics through hands-on demonstrations and theoretical discussions designed to inspire women pursuing physics careers.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

A Computational Lens on Doing Physics

Explore how computational methods transform physics research and problem-solving through practical applications and theoretical insights.

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

The Royal Institution

Computation and the Fundamental Theory of Physics

Stephen Wolfram explores using computational systems to develop a new fundamental theory of physics, discussing discoveries and innovations in science, technology, and business over four decades.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Let's Code Physics

Gravity Simulator - Sun and Earth Orbital Motion - Episode 1

Explore gravitational motion simulation using VPython, focusing on Sun-Earth dynamics. Learn about Euler-Cromer method, indices tracking, and Earth's scale in space.

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