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 …
Category: Data Science
Version Control for ML Models
by With Code, Algorithms, and Training Data Sets What is Version Control? Version Control Systems are a classification of programming instruments that help a product team …
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 …
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 …
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 …
Multivariate Analysis Techniques for Exploring Data
Most problems in the world we deal with have multiple variables. To analyze these variables before they can be fed to a machine learning framework, …
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 …
2020 AI Trends in Banking
Trend #1: AI in Banking Trends in Banking in 2020 and AI since the COVID-19 lockdown: The concepts of money and transactions have seen it all! …
How to Explain Model Bias to Regulators
What models are we talking about? Have you ever wondered how Netflix recommends movies suited to your taste? Ever thought about how self-driven cars have …
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 …