If you've ever argued with a Tesla fanboy, you know that the "LiDAR vs. Camera" debate in self-driving tech is hotter than a GPU running stable diffusion. Some say LiDAR…
Imagine you're learning to play the guitar. Instead of figuring everything out from scratch, you watch an experienced musician, follow their techniques, and build upon their skills. That’s exactly how…
Ever felt like your model’s nearly perfect but needs that little extra "boost"? Your model is not too bad to be thrown away in trash but also not good enough…
Welcome to the Pathetic Programming series where I intend to build programs with some silly and stupid goals. The idea was just to have fun with programming, not think much…
In the previous guide on Support Vector Machines, we understood the basic implementation and functioning of the machine learning classifier. In this post, I’ll walk you through three practical examples…
When we talk about classification problems, the basic machine learning model that we would generally prefer is logistic regression. It is simple to implement and performs well on large datasets.…
There are days when we just do not want to do anything except lie down in bed all day. There are also days when we are completely on fire and…
A major project can consist of thousands of lines of code with several other libraries that are used as dependencies. The code, however, does not magically know the existence of…
YOLO (You Only Look Once) has long been a popular machine learning model for real-time object detection, offering an impressive balance between speed and accuracy. Since its existence, the model…
A machine learning model learns over the data it is trained and should be able to generalize well over it. When a new data sample is introduced, the model should…
