Machine learning is a powerful tool that enables computers to learn from data and make predictions or decisions without being explicitly programmed. Two fundamental approaches to machine learning are supervised and unsupervised learning. In this blog p Continue...

The reference in the title is from the 1980 film “Airplane.” If you recognized it, I’m sorry to inform you that you’re getting old (like me). Let’s talk about vector databases. A vector database is a type of database that stores and organizes data in t Continue...

In a previous blog post, which was a glossary of terms related to artificial intelligence, I included this brief definition of "neural networks": Neural Networks: Computational models inspired by the human brain's structure, consisting of interconnecte Continue...

In a previous blog post, which was a glossary of terms related to artificial intelligence, I included this brief definition of "reinforcement learning": Reinforcement Learning: A type of machine learning where an agent learns to make decisions through Continue...

In a previous blog post, which was a glossary of terms related to artificial intelligence, I included this brief definition of "data preprocessing": Data Preprocessing: The process of cleaning, transforming and organizing data to make it suitable for a Continue...

I speak with customers and partners pretty much every week about artificial intelligence. The knowledge levels can differ quite dramatically — some are quite AI savvy while others find the jargon bewildering. This is quite understandable as AI is a rap Continue...

Zenoss Chief Product Officer Trent Fitz recently spoke with Dan Turchin, host of the podcast “AI and the Future of Work,” and shared some insightful perspectives on the evolution of monitoring in the IT industry, the role of AIOps tools, and the challe Continue...

Data scientists have long been aware of the concept of “garbage in, garbage out” — the idea that the quality of results is a direct indicator of the quality of data. Indeed, much effort has been expended in the pursuit of cleansing data to ensure its a Continue...

Industry analyst firm Gartner recently released a new report entitled Market Guide for AIOps Platforms. It’s a 20-page document that offers their perspective on the AIOps market. Unlike a Gartner Magic Quadrant, the Market Guides are not vendor compari Continue...

Industry analyst firm Gartner recently released a new report entitled Market Guide for AIOps Platforms. It’s a 20-page document that offers their perspective on the AIOps market. Unlike a Gartner Magic Quadrant, the Market Guides are not vendor compari Continue...