Dennis MeierProduction-Grade Data PipelinesDistinguishing between production-grade data pipelines and amateur setups is crucial for organizations aiming to leverage their data…3 min read·Feb 6, 2024----
Dennis MeierHow to Evaluate LLMsEvaluating LLMs is hard. LLMs are aimed at how well they predict the next word during training, and that’s what they are in fact good at…4 min read·Jan 1, 2024----
Dennis MeierExplaining vs. Predicting in practicePractical lessons for datascientists from the 2010 Galit Shmueli paper “To Explain or to Predict”.7 min read·Sep 12, 2021----
Dennis MeierData Readiness LevelsIf you struggle with explaining why your data science project is difficult, it’s often down to data not being “ready to go”. But how to…3 min read·May 3, 2021----
Dennis MeierLearnings from AMLD — 3 Takeaways for Natural Language ProcessingNatural Language Processing has been booming since 2018 with BERT &c. In recent months, the field made even more progress. What gives?4 min read·Mar 1, 2020----
Dennis MeierLearnings from AMLD — Getting ML into production by Mikio BraunMikio Braun is staff scientist at GetYourGuide and was previously working as senior datascientist for Zalando. He might have an idea or…6 min read·Feb 1, 2020----
Dennis MeierLearnings from AMLD KeynotesToday, the fourth edition of Applied Machine Learning Days kicked off the main conference with a set of keynotes from corporate and…3 min read·Jan 27, 2020----