Tom StaiteOutlier Detection using DBSCAN Clustering Algorithm — a Python implementationWhat is DBSCAN, how does it work, and how to implement in PythonMay 16May 16
Tom StaiteHow to start a successful Depop store in 2023…Whether it’s Vintage, Reworked, Designer, or Handmade, Depop can be a great opportunity for anyone to set up shop and make some real money…Jan 26, 2023Jan 26, 2023
Tom StaiteEverything you need to know about Regular Expressions (RegEx)Just what does that seemingly random sequence of characters mean anyway?Jan 10, 20231Jan 10, 20231
Tom StaiteOptimising Data Storage in Python through efficient Datatype CastingThis article will provide a snippet of code that you can add to any Python project to optimise Data Storage requirements (particularly…Dec 16, 2022Dec 16, 2022
Tom StaiteForecasting with Linear Regression in Microsoft Excel — inc. Seasonality & GrowthThis article will provide a step-by-step tutorial on how you can perform simple, yet powerful, forecasting in Microsoft Excel using the…Dec 5, 2022Dec 5, 2022
Tom StaiteDetection of Railway Track Maintenance Requirements through Convolutional Neural Networks (CNNs)In this article we explore the experimentation and application of Convolutional Neural Networks (CNNs) for the use case of automatically…Dec 2, 2022Dec 2, 2022
Tom StaiteSegmenting Store Customers using Unsupervised Clustering TechniquesThis project demonstrates implementation of clustering algorithms — a subset of unsupervised machine learning models whom aim to divide a…Nov 14, 20221Nov 14, 20221
Tom StaiteFace Mask Detection algorithm using Convolutional Neural Network — AI — Computer VisionIn this article, we explore an application of Computer Vision that is largely relevant to the global health crisis that is the Coronavirus…Aug 16, 20202Aug 16, 20202