Introduction to MATLAB and Octave

Matlab 2: Vectorisation and Functions

Covers vectorisation, functions, and flow control in Matlab, emphasizing the importance of avoiding global variables and providing examples of simple plots and debugging techniques.

Matlab Functions: Vectorization and Plotting

Covers the 'find' function in Matlab for testing criteria on vectors or matrices.

Orthogonality and Distance in Functions

Covers the concept of orthogonality between vectors and the notion of distance between functions.

Real Functions: Definitions and Properties

Explores real functions, covering parity, periodicity, and polynomial functions.

Foundations of Deep Learning: Transformer Architecture Overview

Covers the foundational concepts of deep learning and the Transformer architecture, focusing on neural networks, attention mechanisms, and their applications in sequence modeling tasks.