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How LLMs Work: Pre-Training to Post-Training, Neural Networks, Hallucinations, and Inference

How LLMs Work: Pre-Training to Post-Training, Neural Networks, Hallucinations, and Inference

by Dr. Owns | Feb 18, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

With the recent explosion of interest in large language models (LLMs), they often seem almost magical. But let’s demystify them. I wanted to step back and unpack the fundamentals — breaking down how LLMs are built, trained, and fine-tuned to become the AI systems we...
The Future of Data: How Decision Intelligence is Revolutionizing Data

The Future of Data: How Decision Intelligence is Revolutionizing Data

by Dr. Owns | Feb 18, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

In the past few years, technology and AI have evolved more than ever. As I read about the new concepts in tech and learn new skills and techniques each day, I feel in a state of limbo — there is so much content to consume and yet, very little content that I could...
Retrieval Augmented Generation in SQLite

Retrieval Augmented Generation in SQLite

by Dr. Owns | Feb 18, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

This is the second in a two-part series on using SQLite for Machine Learning. In my last article, I dove into how SQLite is rapidly becoming a production-ready database for web applications. In this article, I will discuss how to perform retrieval-augmented-generation...
Tutorial: Semantic Clustering of User Messages with LLM Prompts

Tutorial: Semantic Clustering of User Messages with LLM Prompts

by Dr. Owns | Feb 17, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

As a Developer Advocate, it’s challenging to keep up with user forum messages and understand the big picture of what users are saying. There’s plenty of valuable content — but how can you quickly spot the key conversations? In this tutorial, I’ll show you an AI hack...
On-Device Machine Learning in Spatial Computing

On-Device Machine Learning in Spatial Computing

by Dr. Owns | Feb 17, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

The landscape of computing is undergoing a profound transformation with the emergence of spatial computing platforms(VR and AR). As we step into this new era, the intersection of virtual reality, Augmented Reality, and on-device machine learning presents unprecedented...
How I Became A Machine Learning Engineer (No CS Degree, No Bootcamp)

How I Became A Machine Learning Engineer (No CS Degree, No Bootcamp)

by Dr. Owns | Feb 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Machine learning and AI are among the most popular topics nowadays, especially within the tech space. I am fortunate enough to work and develop with these technologies every day as a machine learning engineer! In this article, I will walk you through my journey to...
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