machine-learning

This blog post guides you through the process of deploying StableLM models on AWS Sagemaker Endpoints, including creating a custom inference script and setting up the endpoint.

In this post, I demonstrate how to quickly build an image classifier using the fastai library, a powerful tool for practical deep learning. The project involves classifying images of fruit as either rotten or fresh.

This post details the process of coding the K-Means Clustering algorithm from scratch using Python and NumPy. It's a great exercise for understanding the mechanics of this fundamental machine learning algorithm.