Sync-Async tasks pattern in MLOps pipelineThis article discusses how ML training duration impacts MLOps pipeline and how to mitigate the impact using sync-async task patterns. It…Oct 18, 2022Oct 18, 2022
Reflections on my 2020 Data Projects — Part IILessons I learned and want to keep in mind in 2021+Jan 6, 2021Jan 6, 2021
Reflections on my 2020 Data Projects — Part ILessons I learned and want to keep in mind in 2021+Jan 6, 2021Jan 6, 2021
Lessons learned from building a large scale historical data analysis system using Azure Data…notes about some lesson learned from building a large scale historical data analysis system that has hundreds of terabytes data using…May 26, 2020May 26, 2020
Lessons learned from building a large scale historical data analysis system using Azure Data…Recently I had an opportunity to participate in another data project that also uses Azure Data Explorer(ADX) as the core data process and…May 26, 2020May 26, 2020
Troubleshooting Azure Data Explorer (Kusto) cross-tenant access issuesAzure Data Explorer IntroductionMar 23, 20201Mar 23, 20201
MLOps — 機器學習的開發流程與軟體開發DevOps流程的結合日前在DevDay Asia 的活動中插花去講了一場介紹如何把軟體開發界現在必用的DevOp流程與機器學習(Machine Learning)的開發結合的課程。這邊也順便紀錄一下 當時介紹的內容跟準備心得。Jun 18, 2019Jun 18, 2019
Build 2019 微軟 Azure Machine Learning Services 相關技術更新微軟Build 大會已經進行了第一天, 趁記憶猶新把一些Aze Machine Learning 相關的服務更新整理一下:May 7, 2019May 7, 2019
快速搭建區塊鏈的好幫手 Azure Blockchain Workbench微軟在這次Build 大會上正式公開預覽(Public Preview)了針對區塊鏈建置的快速解決方案 — Azure Blockchain Workbench (之後簡稱為ABW). ABW 透過預先組態好的Azure 雲端服務…May 8, 2018May 8, 2018
