As the Need for Machine Learning Grows, So Does MLOps
by 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 …
Category: Data Science
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
by 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 …
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 …
A Simple Guide to A/B Testing for Data Science
A/B Testing is one of the most important statistical methods for data scientists A/B testing is one of the most important concepts in data science …
Basic Statistics You NEED to Know for Data Science
Fundamental statistic concepts to get you started on your Data Science journey The purpose of this is to provide a comprehensive overview of the fundamentals …