Emre OzanWeights &Biases — MLOPS Part 2 — Experiment TrackingRaviraja Ganta created a Machine Learning (ML) Pipeline by using some ML operations to reduce the technical friction to get the model from…Jun 9, 2022Jun 9, 2022
Emre OzanMLOPS Part 1 — Pytorch LigthningRaviraja Ganta created a Machine Learning (ML) Pipeline by using some ML operations to reduce the technical friction to get the model from…Jun 8, 2022Jun 8, 2022
Emre OzanKubernetes in AWS: Create Cluster in EKS in your own VPC1) Setup AWS CLI and IAM Roles for EKSApr 10, 2022Apr 10, 2022
Emre OzanContinuous Integration (CI) with Github ActionIn this article, I will explain how to create a process for Continuous integration (CI) with github action. I have an app built by python…Apr 10, 2022Apr 10, 2022
Emre OzanEnvironment Variables in KubernetesThere are three types to specify a environment variable in Kubernetes.Mar 28, 2022Mar 28, 2022
Emre OzanCommands and Arguments in KubernetesI want to explain the difference between commands and arguments in a Pod resource in Kubernetes. I will show you some example how to write…Mar 23, 20221Mar 23, 20221
Emre OzaninTowards DevCreate a Mongo Database with a Docker Container on Ubuntu and Access it from External ServerI will explain you how to open ports to connect to Mongodb from external server. When you need a database, you can create it in any port…Mar 21, 2022Mar 21, 2022
Emre OzanCreate a Kubernetes Cluster in Play with KubernetesYou can use “Play with Kubernetes” to create a kubernetes cluster, it’s a free kubernetes playground tool. So you can deploy your web…Mar 6, 2022Mar 6, 2022
Emre OzanDeploy your dashboard app (Plotly Dash — Python) to Heroku with the container registry wayThere are 3 different ways to deploy your app to Heroku. I will show you to deploy it with the container registry. Dash is a good UI…Jan 27, 2022Jan 27, 2022
Emre OzanDeploy a fullstack app (fastapi+mongo+react) in Kubernetes on Ubuntu wsl2 on WindowsGithub RepositoryDec 24, 20212Dec 24, 20212