by Dr. Owns | May 15, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
The Monty Hall Problem is a well-known brain teaser from which we can learn important lessons in Decision Making that are useful in general and in particular for data scientists. If you are not familiar with this problem, prepare to be perplexed . If you are, I hope...
by Dr. Owns | May 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Quantization is one of the key techniques for reducing the memory footprint of large language models (LLMs). It works by converting the data type of model parameters from higher-precision formats such as 32-bit floating point (FP32) or 16-bit floating point...
by Dr. Owns | May 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
The saying goes that 80% of data collected, stored and maintained by governments can be associated with geographical locations. Although never empirically proven, it illustrates the importance of location within data. Ever growing data volumes put constraints on...
by Dr. Owns | May 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Bagging and boosting are two powerful ensemble techniques in machine learning – they are must-knows for data scientists! After reading this article, you are going to have a solid understanding of how bagging and boosting work and when to use them. We’ll cover the...
by Dr. Owns | May 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
In the world of entity resolution (ER), one of the central challenges is managing and maintaining the complex relationships between records. At its core, Tilores models entities as graphs: each node represents a record, and edges represent rule-based matches between...
by Dr. Owns | May 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
With the amount of Data growing exponentially in the last few years, one of the biggest challenges has become finding the most optimal way to store various data flavors. Unlike in the (not so far) past, when relational databases were considered the only way to go,...
