Motivation, Classification, and Engineer's Philosophy for ML

by Mahmudul Islam

Model Representation, Cost function and Gradient Descent

by Md Shajedul Hoque Thakur

Multivariate Linear Regression and Normal Equation

by Mahmudul Islam

This is a playlist on MATLAB tutorials, specifically curated towards LAMMPS users.

In this video, I calculate Mean Square Displacement (MSD) of an atom and then its diffusion coefficient from the slope of the MSD vs time curve.

The dump files shown were generated by NVT simulation on LAMMPS.

This is a playlist on AutoCAD 2007 tutorials.

This playlist is currently used as reference material in the ME-260 (Mechanical Engineering Drawing Sessional) course in the Department of Mechanical Engineering, Bangladesh University of Engineering & Technology (BUET).