InTDS ArchivebyMoussa Taifi PhD·Apr 30, 2023Evolving a Data Pipeline Testing PlanThe Perils of Exhaustive Multi-Source Multi-Destination Test-Driven Development
Moussa Taifi PhD·Jan 2, 2023Modern Data Pipelines Testing Techniques: Why Bother? 1/3A Visual Guide.A response icon1A response icon1
InTDS ArchivebyMoussa Taifi PhD·Apr 25, 2022ML Latency No MoreCommon Ways to Reduce ML Prediction Latency to Sub X ms
InTowards DevbyMoussa Taifi PhD·Dec 16, 2021Securing 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)
InAWS TipbyMoussa Taifi PhD·Nov 30, 2021Kaggle for MLEs: Valuing ML System Robustness over TimeSomeone should build this.
Moussa Taifi PhD·Nov 29, 2021Evaluation 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?
InGeek CulturebyMoussa Taifi PhD·Nov 14, 2021How It Feels To Learn MLOps in 2021Disclaimer: No MLOps tools were harmed during the creation of this article.A response icon1A response icon1
Moussa Taifi PhD·Nov 12, 2021How 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?