Applying 1st, 2nd and 3rd normal forms to a databaseContinue reading on Towards Data Science »

How to design the cross-conversation memory of ChatGPTContinue reading on Towards Data Science »

Unpacking the Real Significance and Limitations of Traditional MetricsIntroductionThe work of classification can be seen as a way of summarizing the complexity of structures into finite classes, and it is often useful to make life boring enough that we can reduce such structures into two single types. These labels may have obvious interpretations, as...

Visualizing crime geodata in pythonImage by author.In my opinion, one of the best features geo data possesses is its capability for 3D visualization. However, due to the amount of computational resources needed for such calculations, it’s really rarely performed in python (often JavaScript and its libraries used as alternatives). In one of my previous...

How to find unique use cases for AI and places where moderate AI performance is still valuableby AuthorThe success of integrating AI heavily depends on choosing the right AI use case. This is a perspective for product-oriented technologists before diving into algorithms, data, and engineering.AI projects often fail because they were actually non-starters,...

The genesis of the most widely used object detection models.Continue reading on Towards Data Science »