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 …
Category: Machine Learning
How Artificial Intelligence is Transforming Business
by 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 …
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, …
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 …
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 …