How Transformer architecture has been adapted to computer vision tasksContinue reading on Towards Data Science »

I’m Not Just Punching In Numbers At A Computer All DayPhoto by Myriam Jessier on UnsplashChoosing a college major was difficult for me. It felt like the first step to committing to a career and I wanted a little of everything. I liked math and programming, but I also wanted a job that allowed me to be creative, gave me a platform for communication,...

And why you should build yours todayContinue reading on Towards Data Science »

Applying machine learning methodology to prompt buildingDrawn by the authorLLMs are grounded in data science, but our approach to prompt engineering might strike us as unscientific:Manual prompt engineering which does not generalize well: LLMs are highly sensitive to how they are prompted for each task, so we need to handcraft long strings of instructions...

Use RAGAs framework with hyperparameter optimisation to boost the quality of your RAG system.Graphic depicting the idea of “LLMs Evaluating RAGs”. It was generated by the author with help of AI in Canva.TL;DRIf you develop a RAG system you need to choose between different design options. This is where the ragas library can help you by generating synthetic...

Tell-tale signs why a career in data science may not suit youContinue reading on Towards Data Science »