PinnedAnirudh MehtainTowards AI31 Questions that Shape Fortune 500 ML StrategyEvaluating your ML strategy through the lens of MLOps5 min read·Jun 5, 2023----
Anirudh MehtainTowards AWSMonitoring: Exploring Key MLOps Questions using AWS SageMakerUse SageMaker for continuous monitoring: Detect, explain, and promptly take action on data, model quality, and bias.12 min read·Oct 27, 2023----
Anirudh MehtainTowards AWSContinuous Improvement & Governance: Exploring Key MLOps Questions using AWS SageMakerLeverage SageMaker to automate monitoring for continuous model improvement and enforce best practices for effective governance.7 min read·Oct 27, 2023----
Anirudh MehtainTowards AIDeployment & Serving: Exploring 6 Key MLOps Questions using AWS SageMakerLeverage SageMaker to deploy models using different deployment options. Promote new versions, shadow test before live, autoscale & rolback.8 min read·Sep 28, 2023----
Anirudh MehtainTowards AIExperiments, Model Training & Evaluation: Exploring 6 Key MLOps Questions using AWS SageMakerExplore SageMaker for experimentation, evaluation, and management. Look at Debugger and Clarify for understanding training process & model.10 min read·Sep 27, 2023----
Anirudh MehtainTowards AISolving the Image Promotion Challenge Across Multi-Environment with ArgoCDThis article explores a recent journey during which we examined the problem of promoting images and the innovative solution that was…4 min read·Aug 17, 2023----
Anirudh MehtainTowards AIData Transformation and Feature Engineering: Exploring 6 Key MLOps Questions using AWS SageMakerUnderstanding AWS SageMaker capabilities to transform the data and generate and share the features.8 min read·Jun 27, 2023----
Anirudh MehtainTowards AIData Acquisition & Exploration: Exploring 5 Key MLOps Questions using AWS SageMakerUnderstanding AWS SageMaker capabilities to automate, collaborate, and understand the data.8 min read·Jun 24, 2023----