SymPy to Solve a Low Level ML Training Loop

A few months ago, I overcame a challenging hurdle in my spare time passion project. It seemed like I reached a dead end, but I got past it thanks to discovering a new Python package, SymPy. The Background After going down the rabbit hole with reinforcement learning, I conceded my problem was best solved using a regression algorithm. Still, the best results I saw came from exploiting the training loop in the early days. ...

August 26, 2022 · 5 min · Mat

Kaggle Courses

I have been dabbling in deep learning recently, and I have completed a few courses and read through and watched many resources during that time. It can be hard to find good help, so I wanted to share my experience with Kaggle quickly. If you’re not familiar with Kaggle, it is an excellent source of datasets for training your models. I believe this is what they are most well known for. They also have a complete set of courses relating to many things data science-related. The topics include data visualization, how to use the Pandas library, and more. ...

August 8, 2021 · 2 min · Mat