E2: Journey into how Machines learn

Breaking Down ML

Introduction

As the digital landscape continuously change, introducing new paradigms, it’s a constant of a life for Software and Solution architect. The first chapter of my AI Odyssey went into Artificial Intelligence and Large Language Models, unravelling their foundational parts. My next stop is Machine Learning (ML). This realm is the fuel of the intelligence in AI.

Machine Learning, at its core, is about teaching machines to learn from data, to find patterns, and to make decisions (without awareness or consciousness). It's a foundational aspect in the broad field of AI, marking the initial steps towards equipping machines with a form of intelligence.

As an architect, exploring into ML means gaining a new perspective on the digital ecosystem. It's about understanding the mechanics that allow machines to exhibit human-like intelligence and using this knowledge to build strong, intelligent systems. Mastering ML concepts goes beyond theory, it's a practical journey to improve my archite…