pdemeulenaer
DevOps/MLOps engineer. See some of my contributions on Medium: https://medium.com/@pdemeulenaer
Vilnius
Pinned Repositories
advanced-data-engineering-with-databricks
Fork from Databricks academy advanced data engineering repo
amazon-sagemaker-ml-pipeline-deploy-with-terraform
trying out terraform to deploy ML model with sagemaker
cicd-databricks-github
Test repo for cicd with databricks using github actions
databricks-aws-terraform
databricks-azure-terraform
databricks-gcp-terraform
Creation of Databricks Platform on GCP
databricks-poc-template
Template for ML projects development and deployment using Databricks platform (on a unique workspace)
mlflow-on-kubernetes
deploying MLflow on Minikube and Openshift 4
my-ds-documentation
Personal repo containing tips and tricks I have gone through so far, majorly on python, pyspark, scikit-learn and some other stuff
Time-series-prediction
This repo contain the code related to the Medium post: https://medium.com/p/168b47e54d54
pdemeulenaer's Repositories
pdemeulenaer/Time-series-prediction
This repo contain the code related to the Medium post: https://medium.com/p/168b47e54d54
pdemeulenaer/mlflow-on-kubernetes
deploying MLflow on Minikube and Openshift 4
pdemeulenaer/cicd-databricks-github
Test repo for cicd with databricks using github actions
pdemeulenaer/databricks-aws-terraform
pdemeulenaer/databricks-azure-terraform
pdemeulenaer/databricks-gcp-terraform
Creation of Databricks Platform on GCP
pdemeulenaer/databricks-poc-template
Template for ML projects development and deployment using Databricks platform (on a unique workspace)
pdemeulenaer/my-ds-documentation
Personal repo containing tips and tricks I have gone through so far, majorly on python, pyspark, scikit-learn and some other stuff
pdemeulenaer/advanced-data-engineering-with-databricks
Fork from Databricks academy advanced data engineering repo
pdemeulenaer/amazon-sagemaker-ml-pipeline-deploy-with-terraform
trying out terraform to deploy ML model with sagemaker
pdemeulenaer/aws-terraform-examples
Simple examples for infra provisioning on AWS (WIP)
pdemeulenaer/azdevops-docker
Repo used to test the building of a docker image using an Azure DevOps pipeline
pdemeulenaer/azureml-iris-sklearn
pdemeulenaer/cicd-databricks
Repo used to test CI/CD capabilities of Databricks
pdemeulenaer/data-engineer-learning-path
Fork from Databricks data engineer learning path
pdemeulenaer/data-engineering-zoomcamp
Fork of the data engineering course
pdemeulenaer/databricks-aws-terraform-privatelink
This is the Terraform template to follow for an infrastructure based on private links
pdemeulenaer/databricks-nutter-repos-demo-forked
Demo of using the Nutter for testing of Databricks notebooks in the CI/CD pipeline (forked)
pdemeulenaer/delta-live-tables-demo
demo for the delta live tables of Databricks
pdemeulenaer/iris-data-generation
This small repo describes how to generate iris-like data, based on a Gaussian Mixture Model fitted on the Iris dataset
pdemeulenaer/iris-flask-example
Simple flask app demo
pdemeulenaer/mlflow-example-models
The purpose of this repo is to explore the tracking and deployment of several machine learning model flavours using the MLFlow platform
pdemeulenaer/mlflow-image
pdemeulenaer/mlflow-rf-sklearn
pdemeulenaer/openshift-playground-project
pdemeulenaer/ray-introduction
This repo is a starter for learning how to use Ray for distributed computing on both CPU anD GPUs
pdemeulenaer/simple-model-versioning
This repo gives an example of how to version-control several models simultaneously and deploy them using Azure DevOps
pdemeulenaer/spark-training
This repository is meant to contain many different exercises on Spark 3
pdemeulenaer/databricks-dab-demo
Repository meant to demonstrate how to deploy a ML model using Databricks Asset Bundles
pdemeulenaer/databricks-ml-examples
fork