Lectures related to Rail transport modelling scales

Training Strategies for Transformers

Explores training strategies for Transformers in NLP and Vision, emphasizing rapid advancements and challenges in scaling models.

Scaling Language Models

Explores the challenges and benefits of scaling language models, emphasizing the importance of scaling laws in estimating optimal model and dataset sizes.

Turbulent Energy Dissipation

Explores turbulence models for energy dissipation and kinetic energy transport.

Mechanical Construction I: Drawing Formats and Graphic Elements

Introduces fundamental principles of mechanical construction, emphasizing drawing formats, graphic elements, and dimensioning techniques.

Incompressible Fluid Mechanics

Explores incompressible fluid mechanics, focusing on potential flows and flow patterns.

Pivoting Strategies: Value Proposition in Software Development

Covers pivoting and value proposition in software development, emphasizing customer validation and the Dropbox case study.

Percolation Theory

Covers percolation theory, absorbed polymers, giant molecules, phase transition, scaling assumptions, and universal behavior in percolation models.