Sadik BakiuinTowards Data ScienceA practical guide to A/B Testing in MLOps with Kubernetes and seldon-coreHow to setup a containerized microservice architecture to run A/B tests8 min read·May 31, 2022----
Sadik BakiuModern Data Team HatsRoles in a Data and Machine Learning team or lack thereof4 min read·Apr 25, 2022----
Sadik BakiuOrchestrating Spark Jobs with Kubeflow for ML WorkflowsUsing Kubeflow Pipelines to submit Spark Jobs to a Kubernetes cluster7 min read·Jul 12, 2021--1--1
Sadik BakiuDocker best-practices in Apache Spark application deploymentsApache Spark has become the de facto standard tool for distributed data processing. Similarly, Kubernetes has become the de facto standard…3 min read·Jun 1, 2021--1--1
Sadik BakiuDIY Analytics PlatformThere are a lot of platforms and providers out there offering great tools and solutions falling in the scope of an Analytics Platform…4 min read·Mar 31, 2021----
Sadik BakiuProductionalizing ML with Kubernetes, Kubeflow and seldon-coreA big challenge businesses faces is the deployment of machine learning models in production environments. It requires dealing with a…5 min read·Mar 9, 2021----