Machine Learning Archives

Artificial Intelligence, Machine Learning and why Data Privacy Matters for Solution Architects, Consultants and Product Managers

Data privacy is all about control over how your personal information is collected, used & shared. While most people think of data privacy as being tied to laws & regulations, there’s more to it than just legal frameworks. What Shapes Data Privacy? Laws are a major force in protecting data privacy, but they’re not the […]

Natural Language Processing for Beginners: An Introduction for Solution Architects, Consultants and Product Managers

Natural Language Processing (NLP) is a field of artificial intelligence that bridges the gap between human language and computers. It enables machines to analyze, interpret, and even generate human language. From spam detection to real-time language translation, NLP applications are transforming how we interact with technology. What is NLP? At its core, NLP focuses on […]

Types of Machine Learning: A Quick and Easy Guide for Solution Architects, Consultants and Product Managers

Machine learning comes in three primary flavours: supervised learning, unsupervised learning, and reinforcement learning. Each type has its own purpose, approach, and applications, and in this blog post I hope I can help you break them down to understand each type. Supervised Learning In supervised learning, our goal is straightforward. We’re looking to predict a […]

Machine Learning for Beginners: An Introduction for Solution Architects, Consultants and Product Managers

Let’s start with the fundamentals: What is machine learning? Back in 1959, Arthur Samuel from IBM defined it as a way for computers to “learn” without being explicitly programmed (A. L. Samuel 1959). Instead of spelling out each rule, we show the computer examples, and it learns patterns on its own.