Shah Blog

A Tale of Two Algorithms The APS Scania Dataset, a captivating and information-rich dataset, comes from Scania, a top-tier manufacturer of heavy trucks and buses. It was created for the Industrial Challenge at the 11th International Symposium on Intelligent Data Analysis (IDA 2012), with the primary goal of minimizing the overall cost of incorrect decisions made by truck operators when predicting failures in Air Pressure System (APS) components. In anomaly detection, we often face the critical choice of selecting between supervised and unsupervised learning algorithms, depending on the type of anomaly we aim to detect.

In this blog post, we will explore the importance of data drift monitoring and discuss best practices for implementing it in your machine learning workflow.

In this blog post, we discuss how to use UiPath, a powerful automation platform that allows users to automate repetitive tasks and processes, and Python to streamline the process of Covid-19 detection using neural network classification.

This article looks at the different ways a classification model is evaluated on using the Streamlit library to view.