machine learning

Prediction vs Inference: Different Goals in ML Analysis

Have you ever wondered why some machine learning applications can make accurate recommendations but can’t explain why, while others provide clear...
mladvocate
5 min read

Machine Learning Foundations Part 4: Understanding Hardware

Think about the last time your phone slowed down because too many apps were open. Maybe it started lagging, got warm,...
mladvocate
5 min read

Machine Learning Foundations Part 2: Understanding Models

Models: Making Sense of Patterns Remember when you looked up at the night sky and tried to understand what you saw?...
mladvocate
9 min read

Machine Learning Foundations Part 1: Understanding Data

Data: The Foundation of Machine Learning This is the first post in a 4-part series that takes you behind the scenes...
mladvocate
10 min read

Making Sense of Data: From Statistics to AI

In today's data-driven world, the terms statistics, data science, machine learning, and artificial intelligence are often used interchangeably, yet each field...
mladvocate
6 min read

Welcome to Machine Learning Advocate

Ever notice how your email spam filter catches those sketchy messages before you even see them? Or how your bank somehow...
mladvocate
1 min read