by Dr. Owns | Apr 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
The attention mechanism is at the core of modern day transformers. But scaling the context window of these transformers was a major challenge, and it still is even though we are in the era of a million tokens + context window (Qwen 2.5 [1]). There are both...
by Dr. Owns | Apr 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
In every business, legal contracts are foundational documents that define the relationships, obligations, and responsibilities between parties. Whether it’s a partnership agreement, an NDA, or a supplier contract, these documents often contain critical information...
by Dr. Owns | Apr 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Introduction In my last several articles I talked about generative deep learning algorithms, which mostly are related to text generation tasks. So, I think it would be interesting to switch to generative algorithms for image generation now. We knew that nowadays there...
by Dr. Owns | Apr 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
We’re delving into frontend web development today, and you might be thinking: what does this have to do with Data Science? Why is Towards Data Science publishing a post related to web dev? Well, because data science isn’t only about building powerful models, engaging...
by Dr. Owns | Apr 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
As AI models continue to increase in scope and accuracy, even tasks once dominated by traditional algorithms are gradually being replaced by Deep Learning models. Algorithmic pipelines — workflows that take an input, process it through a series of algorithms, and...
