What are the different files? Linear_Regression_Tutorial: A Jupyter notebook showing how to build a linear regression algorithm using gradient descent from the ground up, including visualizations. It ...

Systems of linear equations are a cornerstone of linear algebra and play a crucial role in various fields such as engineering, physics, computer science, and economics. These systems involve multiple ...

This tutorial provides practical guidance for researchers seeking to extend DP and RL techniques to larger domains through linear value function approximation. The practical algorithms and empirical ...

Performance Analysis of Linear Codes under Maximum-Likelihood Decoding: A Tutorial focuses on the performance evaluation of linear codes under optimal maximum-likelihood (ML) decoding. Though the ML ...

Introduces ordinary differential equations, systems of linear equations, matrices, determinants, vector spaces, linear transformations, and systems of linear differential equations. Prereq., APPM 1360 ...