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.·7 min read·Aug 12, 2023----
Eileen PanguinLevel Up CodingAsk ChatGPT about Golang CodeSpoiler alert: it does not understand Golang that well. But it’s still impressive.·6 min read·Apr 27, 2023--2--2
Eileen PanguinLevel Up CodingSystem Design Question: Information Distribution in Data CenterAn opinionated sample answer to an interesting system design interview question.·6 min read·Apr 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 processing·6 min read·Mar 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.·9 min read·Mar 20, 2023--7--7
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.·5 min read·Dec 1, 2022--1--1
Eileen Pangu16 Common Clinical Conditions in Layman’s TermsThe common diagnoses you’ll hear in healthcare data analysis.·4 min read·Jun 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.·5 min read·Jun 15, 2022----
Eileen Pangu10 Significant Clinical Data Variables in Layman’s TermsThe common concepts that you’ll hear in healthcare data analysis.·6 min read·Jun 15, 2022--1--1
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…·8 min read·Jun 13, 2022--1--1