Eileen PanguinTowards Data ScienceGoogle’s Latest Approaches to Multimodal Foundational ModelMultimodal foundational models are even more exciting than large language models. This article reviews Google research’s latest progress.Aug 12, 2023Aug 12, 2023
Eileen PanguinLevel Up CodingAsk ChatGPT about Golang CodeSpoiler alert: it does not understand Golang that well. But it’s still impressive.Apr 27, 20232Apr 27, 20232
Eileen PanguinLevel Up CodingSystem Design Question: Information Distribution in Data CenterAn opinionated sample answer to an interesting system design interview question.Apr 12, 2023Apr 12, 2023
Eileen PanguinTowards Data SciencePublic Benchmarks for Medical Natural Language ProcessingA general introduction to a list of canonical tasks and corresponding datasets to measure your medical natural language processingMar 29, 2023Mar 29, 2023
Eileen PanguinTowards Data ScienceHow to Use Large Language Models (LLM) in Your Own DomainsCanonical and research-proven techniques to adapt large language models to domain specific tasks and the intuition of their effectiveness.Mar 20, 20237Mar 20, 20237
Eileen PanguinLevel Up CodingKubernetes Informer InternalsA visual and in-depth review of its implementations, good for readers who have heard of Informer and want to study its internal mechanics.Dec 1, 20221Dec 1, 20221
Eileen Pangu16 Common Clinical Conditions in Layman’s TermsThe common diagnoses you’ll hear in healthcare data analysis.Jun 16, 2022Jun 16, 2022
Eileen PanguinTowards Data ScienceHow to Handle Missing Data in Medical Time Series StudiesSimple and effective methods — designed for recurrent neural networks — that have stood the test of extensive academic evaluations.Jun 15, 2022Jun 15, 2022
Eileen Pangu10 Significant Clinical Data Variables in Layman’s TermsThe common concepts that you’ll hear in healthcare data analysis.Jun 15, 20221Jun 15, 20221
Eileen PanguinTowards Data ScienceHow to Encode Medical Records for Deep LearningSimplified illustration based on Google Brain’s “scalable and accurate deep learning with electronic health records” and its supplementary…Jun 13, 20221Jun 13, 20221
