Graph Theory Courses

IMSA

Geometric Problems in Machine Learning and Singularity Theory - Applications to Neural Networks

Explore geometric aspects of machine learning through matrix multiplication and singularity theory, focusing on Bayesian Learning Theory and computational challenges in Linear Neural Networks.

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

IMSA

CSM Classes for Matroids - Intersection Theory and Combinatorial Invariants

Delve into the intersection theory of matroids, exploring CSM classes, combinatorial invariants, and geometric applications in hyperplane arrangements through advanced mathematical analysis.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

Excellence Academy

Set Theory Mathematics: Intersection, Union, Difference, Complement, Power and Cardinality of Sets

Master fundamental set theory concepts including intersection, union, difference, complement, power sets, and cardinality through practical problem-solving examples and set builder notation.

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

NITTTR

3D Printing of Auxetic Structures: Theory and Practices

Master the principles and applications of 3D printing auxetic structures, covering theoretical foundations and hands-on practices for creating materials with unique mechanical properties.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

NITTTR

Digital Electronics: Theory and Practice (In Punjabi)

Gain insights into digital electronics fundamentals and applications through comprehensive theory and hands-on practice, covering binary systems, logic gates, circuits, and microprocessors in Punjabi.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Centre International de Rencontres Mathématiques

From Gas Giant Planets to the Spectral Theory of Subelliptic Laplacians

Explore the mathematical analysis of sound wave propagation in gas giant planets, focusing on spectral theory, Riemannian geometry, and sub-Riemannian Laplacians in this advanced physics lecture.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

EmacsConf and Emacs hangouts

New Features in Hyperdrive.el - Quick Install, Peer Graph, and Transclusion

Discover the latest features in hyperdrive.el, including streamlined installation, peer networking capabilities, and advanced transclusion functionality for enhanced Emacs development.

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

Beekeeping Made Simple

Beekeeping Theory - A Complete Guide to Honey Bee Care and Hive Management

Master essential beekeeping skills, from creating safe hives and managing space to feeding, protecting, and monitoring bee health. Learn practical techniques for successful colony management and queen bee care.

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

Valence Labs

Neural Entropy - Understanding Deep Learning Through Information Theory and Diffusion Models

Explore the intersection of deep learning and information theory through diffusion models, examining how neural networks store and process information using principles from thermodynamics and optimal transport.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

Qdrant - Vector Database & Search Engine

Optimizing ColPali for Retrieval at Scale - From Theory to Practice

Discover how to optimize ColPali's multivector document retrieval system through efficient pooling techniques, achieving 12x faster search speeds while maintaining accuracy in RAG and Vision RAG applications.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

PapersWeLove

Liquid Type Systems - Understanding Type Theory and SMT Solvers

Explore the innovative Liquid Types system, combining traditional type theory with SMT solvers to enhance type system expressivity while maintaining practical usability in programming languages.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Renormalization Group Theory and Applications - Lecture 1

Delve into the fundamentals of Renormalization Group theory through an introductory lecture exploring climate dynamics, network analysis, and their applications to understanding complex climate systems and phenomena.

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

Applied Algebraic Topology Network

Hopf Arborescent Links, Minor Theory, and Decidability of the Genus Defect

Delve into advanced topological concepts exploring Hopf arborescent links, examining their four-dimensional properties and computational aspects of genus defects through minor theory and well-quasi-orders.

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

Institute for Advanced Study

Loop Integrands in Yang-Mills Theory from the Forward Limit

Delve into advanced Yang-Mills theory concepts, exploring loop integrands through forward limit analysis and their applications in fundamental physics calculations.

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

Institute for Advanced Study

Lower Bound Barriers in Complexity Theory and Overcoming Them With Geometry

Explore the evolution of complexity theory's lower bound barriers through geometric perspectives, from linear algebra to advanced mathematical concepts in algebraic geometry and representation theory.

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