Foundation Models in language, vision, and audio have been among the primary research topics in Machine Learning in 2024 whereas FMs for graph-structured data have somewhat lagged behind. In this post, we argue that the era of Graph FMs has already begun and provide a few examples of how one can use them already today.This post was written and edited...

Historical records of the UEFA European Championship resultsContinue reading on Towards Data Science »

Step-by-Step Integration of AI Chatbots into Shiny for Python Applications: From API Setup to User Interaction.Continue reading on Towards Data Science »

How to Find and Solve Valuable Generative-AI Use Cases80% of AI projects fail due to poor use cases or technical knowledge. Gen AI reduced complexity, and now we must pick the right battles.“Paperclips & Friends” company wants to jump on the AI hype train. How far will they ride?It has become apparent that AI projects are hard. Some estimate that...

Two useful functions to nest and un-nest data sets in PySparkContinue reading on Towards Data Science »

All hail the return of KerasPhoto by Jose Rueda on UnsplashBy AuthorKeras is Back!! First released in 2015 as a high-level Python library for training ML models, Keras grew in popularity due to its clean and simple APIs. Contrary to the ML frameworks of the time, with their awkward and clunky APIs, Keras lowered the entry bar for many incumbent ML developers...