Introduction to Data processing and ML

May 15, 2024

I made this as a way new students in my lab (mechanical engineers) to get the skills they needed to do data analysis and machine learning at a research-level. It includes 10 Jupyter notebook lessons, each with 1 or 2 challenge problems.

You can see the project here

Two-variable polynomial fitted to training data.

Two-variable polynomial fitted to training data.

A neural network replicating a two-variable function.

A neural network replicating a two-variable function.

NN classification from pointcloud.

NN classification from pointcloud.