Specializations and Opportunities in Healthcare Data Science
by The applications of data science and software engineering in Healthcare are vast. From applying Bayesian Statistics in modeling the human genome to predicting breast cancer …
Category: Machine Learning
How Top Tech Firms Use Machine Learning and AI in Their Workplace
The applications of Machine Learning and AI are vast. Their capability to automate workflows and make intelligent decisions makes them a priority for fast-growing teams …
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
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 …