Published inTowards Data ScienceEvolving a Data Pipeline Testing PlanThe Perils of Exhaustive Multi-Source Multi-Destination Test-Driven DevelopmentApr 30, 2023Apr 30, 2023
Published inTowards Data ScienceML Latency No MoreCommon Ways to Reduce ML Prediction Latency to Sub X msApr 25, 2022Apr 25, 2022
Published inTowards DevSecuring Azure Synapse Workspaces? Beware of One Inescapable Networking Blocker.TLDR; No “Azure Synapse Serverless Spark Pool” Managed Outbound IP == No Ability to Filter Traffic to your Data Sources (as of 2021–12)Dec 16, 2021Dec 16, 2021
Published inAWS TipKaggle for MLEs: Valuing ML System Robustness over TimeSomeone should build this.Nov 30, 2021Nov 30, 2021
Evaluation Stores: Closing the ML Data Schwungrad?Model Stores, Feature Stores, Evaluation stores? Is the MLOps space going crazy, or is there a real need for these tools?Nov 29, 2021Nov 29, 2021
Published inGeek CultureHow It Feels To Learn MLOps in 2021Disclaimer: No MLOps tools were harmed during the creation of this article.Nov 14, 20211Nov 14, 20211
How Long Should It Take To Set Up a DS/ML CICD Pipeline on Azure Cloud?How long will it take me to set up a CICD pipeline for my data/ds/ml workflow on Azure Devops?Nov 12, 2021Nov 12, 2021