Jay T. Archives
Measuring ML Model Accuracy: Metrics and Pitfalls to Avoid
Let’s say you’re testing a new spam filter – it proudly claims to block over 99% of...
How to Learn AI in 2025: A Roadmap for Beginners and Developers
Have you ever noticed people are generally divided into two camps? You’ve got your numbers people—the ones...
A Deep Dive into Azure OpenAI Models: What Devs Need to Know
Beyond e-commerce chatbots and code generation, one of my most eye-opening experiences with OpenAI models came when...
What Is Overfitting in Machine Learning? Causes and How to Avoid It
Machine learning has ushered in tremendous improvements across sectors like healthcare, finance, e-commerce, and more. Its ability...
Gradient Descent Optimization: A Simple Guide for Beginners
When I first started developing e-commerce applications, I was so focused on the user interface and site...
How to Find Outliers in Data: Techniques for Accurate Analysis
During my early days building e-commerce platforms, I closely monitored site performance metrics like a hawk: conversion...