PinnedIan HoinTowards Data ScienceAutoHyDE: Making HyDE Better for Advanced LLM RAGIntroducing AutoHyDE, a framework for improving the effectiveness, coverage and adaptability of HyDE for Advanced LLM RAG ApplicationsApr 46Apr 46
PinnedIan HoinTowards Data ScienceText-to-SQL LLM Applications: Prompt InjectionsLearn how your Text-to-SQL LLM app may be vulnerable to Prompt Injections, and mitigation measures you could adopt to protect your dataFeb 210Feb 210
PinnedIan HoinTowards Data ScienceCausal Inference: Quasi-ExperimentsYour PM forgot to run an A/B test… what now?Aug 9, 20231Aug 9, 20231
Ian HoinTowards Data ScienceAutomated Prompt EngineeringA mixture of reflections, lit reviews and an experiment (just for fun) on Automated Prompt Engineering for Large Language ModelsMar 1012Mar 1012
Ian HoinTowards Data ScienceA/B Testing Data Science Interview Questions GuideHow to answer A/B testing Data Science interview questions in a way that makes you stand out from the restAug 11, 20211Aug 11, 20211
Ian HoinTowards Data ScienceFacebook & Microsoft Data Scientist Coding QuestionsJul 20, 2021Jul 20, 2021
Ian HoinTowards Data ScienceTop SQL Interview Test Questions & Techniques (Part 2)IntroductionJun 9, 20212Jun 9, 20212
Ian HoinTowards Data ScienceTop SQL Interview Test Questions & Techniques (Part 1)Solutions and Explanations to some of the most common SQL Test questions you will find in your Data Scientists recruitment process!May 25, 20213May 25, 20213
Ian HoinTowards Data ScienceIntroduction to Trend Filtering with Applications in PythonUncovering underlying trends from noisy time-series dataJun 28, 20206Jun 28, 20206
