by Dr. Owns | Feb 7, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Popularity of RAG Over the past two years while working with financial firms, I’ve observed firsthand how they identify and prioritize Generative AI use cases, balancing complexity with potential value. Retrieval-Augmented Generation (RAG) often stands out as a...
by Dr. Owns | Feb 7, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Audio Processing is one of the most important application domains of digital signal processing (DSP) and machine learning. Modeling acoustic environments is an essential step in developing digital audio processing systems such as: speech recognition, speech...
by Dr. Owns | Feb 7, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
While building my own LLM-based application, I found many prompt engineering guides, but few equivalent guides for determining the temperature setting. Of course, temperature is a simple numerical value while prompts can get mindblowingly complex, so it may feel...
by Dr. Owns | Feb 7, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Microsoft PowerBI is a one of the most popular Business Intelligence (BI) tools, and while it has all the features you need to create dynamic analytic reporting for stakeholders across the business, creating some advanced data visualizations is more challenging. This...
by Dr. Owns | Feb 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Metric collection is an essential part of every machine learning project, enabling us to track model performance and monitor training progress. Ideally, Metrics should be collected and computed without introducing any additional overhead to the training process....
by Dr. Owns | Feb 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Minimum cost flow optimization minimizes the cost of moving flow through a network of nodes and edges. Nodes include sources (supply) and sinks (demand), with different costs and capacity limits. The aim is to find the least costly way to move volume from sources to...
