A Thorough Explanation of the Naive Bayes Classifier
by Naive Bayes. What may seem like a very confusing algorithm is actually one of the simplest algorithms once understood. Part of why it’s so simple …
Author: Terence Shin
How Artificial Intelligence is Transforming Business
A Deeper Look into the Fourth Industrial Revolution Industrial revolutions only happen once in a blue moon, and yet, we find ourselves in the process …
A Beginner-Friendly Explanation of Neural Networks
Preface When I started to learn about neural networks, I found that the quality of introductory information for such a complex topic didn’t exist. I …
As the Need for Machine Learning Grows, So Does MLOps
A Beginner’s Guide to MLOps and the Importance of It Some people say that ‘Data Science’, ‘Machine Learning’, and ‘Artificial Intelligence’ are nothing more than …
How Gender Bias Led to the Scrutiny of the Apple Card
Revolutionizing the Credit Card Industry Imagine a world where credit cards have no hidden fees, no ridiculous interest rates, and also encourage you to develop …
Real-life Examples of Discriminating Artificial Intelligence
Artificial Intelligence. Some say that it’s a buzzword that doesn’t really mean much. Others say that it’s the cause of the end of humanity. The …
A Walkthrough of the Machine Learning Life Cycle
Do you have a project idea but you don’t know where to start? Or maybe you have a dataset and want to build a machine …
An Introduction to Ethics in AI
Background of Artificial Intelligence Artificial Intelligence (AI) has been a hot topic in the twenty-first century. It’s become so prevalent that there’s a need for …
Understanding the Confusion Matrix for Model Evaluation & Monitoring
Introduction Anyone can build a machine learning (ML) model with a few lines of code, but building a good machine learning model is a whole …
What is Model Drift?
“Change is the only constant in life.” This quote was by a Greek philosopher named Heraclitus, and it’s such an interesting quote because it’s unironically …
What Is Statistical Bias and Why Is It So Important in Data Science?
Statistical Bias is an essential concept to create accurate machine learning models Imagine this. You’re running for president and you want to be the voice …
9 Fascinating Novel Coronavirus Statistics and Data Visualizations
Here’s what you should know about the Novel Coronavirus (COVID-19) as of today These numbers are as of February 15, 2020 and are taken from …