Evaluating RAG systems is crucial yet challenging. N. El Mawass and M. Knorps dive into the stability and usefulness of RAG evaluation libraries. They explore the impact of evaluator LLMs, query reformulation, and dataset characteristics on performance. youtu.be/yrWmK3pXrKk

🔔 "Would you rely on ChatGPT to dial 911?" Nicolas Guenon des Mesnards explores balancing determinism and probabilism in production ML systems. Learn how to enhance robustness and controllability in ML models. 🔍 Watch now: youtu.be/UUNaRYvEJkY

📊 Propensity Score Matching has significant flaws. Alexandre Abraham introduces A2A, a novel metric to enhance PSM reliability. 🔍 Watch now: youtu.be/y75GbnHizaQ

🔬 Processing medical images at scale on the cloud is crucial for advancing oncology. Guillaume Desforges discusses the challenges and solutions in handling large Whole Slide Images for cancer detection. 👀youtu.be/GHTPLJpzgtM

🎯 Adaptive prediction intervals are crucial for practitioners involved in decision-making. Learn about state-of-the-art algorithms for constructing these intervals. 🔗 Watch Andro Sabashvili's talk here: youtu.be/t56zcfj51aU

📊 Unpacking business metrics to explain their evolution is a common challenge for data analysts. Max Halford's talk introduces a robust framework for decomposing metrics, offering a clear methodology and an open-source Python tool.🔍 youtu.be/kiWW4Oty8kY

📈 "Half of my marketing budget is wasted, but I don't know which half." This century-old quote still rings true today. Emanuele Fabbiani discusses how Bayesian models can optimise marketing spend. Learn how to maximise ROI with actionable insights: youtu.be/GYmE_VcAeJA

🔒 The EU's Cyber Resilience Act is set to impact the software industry globally. @cheukting_ho discusses its implications, timeline, and new responsibilities for developers and maintainers. Learn how the PSF is preparing and how you can too. 📺 youtu.be/KkUo8bD-0cE

💡 Open-source AI is revolutionizing the field, offering privacy, customization, and cost-efficiency. @mervenoyann from @huggingface explores why it matters and how to get started. 🔗 Watch now: youtu.be/-Mv1KGr2FKs

🔍 Long-term knowledge acquisition requires repetition. Nicolas M. Thiéry introduces Jupylates, a Jupyter extension for spaced repetition in teaching. It integrates repetitions directly into Jupyter courses. Watch the full talk: youtu.be/4WDVm4PcHig #PyData #PyDataParis