In my last blog post on feature extraction, I mentioned something called the bag-of-words (BoW) technique. I decided to write a little bit more on that, mostly just because I think it’s a funny label for something so technical. The BoW technique is a f Continue...

In a previous blog post, which was a glossary of terms related to artificial intelligence, I included this brief definition of "feature extraction": Feature Extraction: Selecting or creating relevant attributes (features) from data to improve the perfo Continue...

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...

Zenoss Chief Product Officer Trent Fitz was recently featured on the “Future Tech and Foresight” podcast with host Marc Verbenkov. On the podcast, Trent unraveled the complexities and indispensable role of AI in modern IT operations, which is reshaping Continue...

In a previous blog post, entitled "What's Our Vector, Victor?," I went through the basics of vector databases. That post explained how vector databases are used by large language models, and one of the concepts included was this brief explanation of em 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...

Computers understand numbers. So, how do large language models (LLMs) mimic human speech? Do LLMs like ChatGPT actually understand words? The short answer is no. LLMs process and represent words using numerical embeddings. These numerical representatio Continue...

ChatGPT, developed by OpenAI and launched in November 2022, isn’t the only large language model that has received lots of attention lately, but it’s by far the most widely known. A previous blog post that listed a glossary of AI terms included this bri Continue...

Zenoss Chief Product Officer Trent Fitz was recently featured on the "Tech Talks Daily" podcast, hosted by Neil Hughes. Trent is a pioneer in the realm of AIOps with over two decades of experience in artificial intelligence, cloud computing and cyberse 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...