pdemeulenaer/aws-terraform-examples

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Updated over 1 year ago

pdemeulenaer/aws-terraform-examples

pdemeulenaer

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Simple examples for infra provisioning on AWS (WIP)

Time-series-prediction

This repo contain the code related to the Medium post: https://medium.com/p/168b47e54d54

Jupyter Notebook

mlflow-on-kubernetes

deploying MLflow on Minikube and Openshift 4

databricks-poc-template

Template for ML projects development and deployment using Databricks platform (on a unique workspace)

cicd-databricks-github

Test repo for cicd with databricks using github actions

databricks-aws-terraform

databricks-gcp-terraform

Creation of Databricks Platform on GCP

databricks-azure-terraform

databricks-dab-demo

Simple demo for development and deployment of a dummy ML model on a Databricks workspace using Databricks Asset Bundles

delta-live-tables-demo

demo for the delta live tables of Databricks

mlflow-rf-sklearn

azureml-iris-sklearn

openshift-playground-project

mlflow-image

iris-flask-example

Simple flask app demo

Jupyter Notebook

weather-query

Python project to query open weather api

test

Jupyter Notebook

azdevops-docker

Repo used to test the building of a docker image using an Azure DevOps pipeline

spark-training

This repository is meant to contain many different exercises on Spark 3

databricks-aws-terraform-privatelink

This is the Terraform template to follow for an infrastructure based on private links

Image-classification

Multi-task deep learning model for clothes classification

Jupyter Notebook

iris-data-generation

This small repo describes how to generate iris-like data, based on a Gaussian Mixture Model fitted on the Iris dataset

Jupyter Notebook

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

simple-model-versioning

This repo gives an example of how to version-control several models simultaneously and deploy them using Azure DevOps

cicd-databricks

Repo used to test CI/CD capabilities of Databricks

demo-project