Computational Mathematics Courses and Certifications

Centre International de Rencontres Mathématiques

Exploiting Sparsity in Polynomial Optimization - Lecture 2

Explorez les techniques avancées d'optimisation polynomiale en mettant l'accent sur l'exploitation de la parcimonie pour améliorer l'efficacité des algorithmes.

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

Hausdorff Center for Mathematics

Extending the Lean User Interface with Widgets - A Tutorial

Learn to create interactive visualizations and widgets for the Lean 4 proof assistant, enhancing mathematical communication and exploration of formal proofs and computations.

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

Wolfram

Proving Theorems with Mathematica - Pólya's Conjecture and Beyond

Explore advanced theorem-proving techniques using Mathematica to tackle Pólya's conjecture in spectral geometry and analyze Bessel function properties for geometric shapes.

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

Centre de recherches mathématiques - CRM

Boundary Integral Methods, Eigenvalues and Computational Spectral Geometry

Explore boundary integral methods for computing eigenpairs of elliptic operators with high accuracy and efficiency, covering smooth and polygonal domains in spectral geometry.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

INI Seminar Room 2

From Learning Differential Operators to Learning Algorithms

Discover how differential operators connect to machine learning algorithms in this advanced mathematical exploration by Professor Houman Owhadi from Caltech.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Video

BIMSA

Structure-Oriented Paradigm Through Exact Complexes for Numerical Schemes

Explore structure-oriented numerical schemes using exact complexes to develop robust computational methods for mathematical modeling and simulation applications.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

INI Seminar Room 2

From Learning Differential Operators to Learning Algorithms

Explore advanced mathematical connections between differential operators and algorithmic learning with Professor Houman Owhadi from Caltech in this specialized seminar.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Introduction to Computer Aided Structural Analysis (CASA)

Discover the fundamentals of CASA (Computer Assisted Semen Analysis) in this concise introduction from NPTEL-NOC IITM.

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

Insights into Mathematics

Towards a More Computational Mathematics - Rational Trigonometry and New Foundations for Geometry

Explores a computational approach to mathematics using rational numbers, introducing rational trigonometry and its laws. Covers applications in geometry, spread polynomials, and projective trigonometry.

• YouTube
• 56 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

Hausdorff Center for Mathematics

Teaching Mathematics to Computers - Advancements in Computational Theorem Proving

Explore the potential of computers in theorem-proving and advanced mathematics, from basic logic to modern research, and their future role in mathematical discovery.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Video

Python for Absolute Beginners® | Zero to Expert 2021

155 ratings at Udemy

Go from zero to hero in Python in weeks! Learn Python in a way you never forget!

• Udemy
• 22 hours 18 minutes
• On-Demand
• Paid Course

The Julia Programming Language

Discrete and Continuous Mathematics - MIT Computational Thinking Spring 2021 - Lecture 14

Explore discrete and continuous mathematics, bridging concepts through indexing, function evaluation, area calculation, and random walks in computational thinking.

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

Institute for Pure & Applied Mathematics (IPAM)

Mathematics of Intelligences - Computational Models, Neural Mechanisms, and Evolutionary Approaches

Explore computational models, neural mechanisms, and evolutionary approaches to understanding human, animal, and artificial intelligence through expert tutorials.

• YouTube
• 19 hours 18 minutes
• On-Demand
• Free Video

Fields Institute

Coding, Computational Modelling, and Equity in Mathematics Education

Explore coding, computational modeling, and equity in math education through expert discussions on innovative teaching approaches and inclusive learning strategies.

• YouTube
• 2 hours 45 minutes
• On-Demand
• Free Video