SaschaDittmann/machine-learning-in-practice

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Created about 5 years ago
Updated almost 2 years ago

SaschaDittmann/machine-learning-in-practice

SaschaDittmann

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Examples of how machine learning and deep learning can be applied in practice

MLOps-Databricks

MLOps using Azure Databricks, Azure DevOps and Azure ML Services

HdfsExplorer

Windows File Explorer, which supports HFDS File Systems

MLOps-Lab

This repository contains sample code, which is used for a MLOps Workshop

tfjs-customvision

TensorFlow.js Example: Using an Azure Custom Vision model to detect tuberculosis in a web browser

tfjs-tuberculosis

TensorFlow.JS Example: Training Tuberculosis X-Ray images with Node.JS

TensorFlow101

Resources for the TensorFlow Fundamentals with Microsoft Azure Workshop

tfjs-cv-objectdetection

TensorFlow.js Example: Using an Azure Custom Vision Object Detection model to detect Logos in a web browser

Xamarin.NotificationHub

azure-step-by-step

Code Examples, which I used during my Azure Step-By-Step Tutorials

Jupyter Notebook

RavenDbOnAzure

Hosting RavenDB within a Windows Azure Worker Role

MLOps-AzureCLI

MLOps using Azure ML Services, Azure DevOps and the Azure CLI

AdlsEndUserAuthHelper

Tool to generate the Spark configuration for accessing Azure Data Lake Store as a user

AdlsThroughputAnalyzer

Azure Data Lake Storage Throughput Analyzer

AdlTransfer

AdlTransfer is designed for high-performance uploading and downloading data to and from Microsoft Azure Data Lake Store

MapReduceSamplesJava

Java Map/Reduce Samples for Microsoft HDInsight created with IntelliJ IDEA

service-fabric-samples

Samples for Microsoft Azure Service Fabric

MapReduceSamples

Map/Reduce Samples for Microsoft HDInsight

azure-resource-manager-templates

This repo contains my Azure Resource Manager templates. Feel free to fork, modify and add templates.

docker-images-rstudio

Microsoft R Client on Linux with R Studio Server

iot-demos

Various Internet of Things (IoT) demos

BlogDemos

All the samples, which I publish on my blog

bigdata-demos

Various Big Data and Data Science demos

MLOps-DeployToWebApp

MLOps using Azure ML Services, GitHub Actions and the Azure CLI to train a model and deploy it as an Azure Web App API

azure-cli-helper

Helper Scripts for the Windows Azure Command Line Tools for Node.js

AzureBlobExplorerApp

A cross-platform app to view and manage Azure Blob Storage containers, directories and files

docker-images-mlserver

Microsoft Machine Learning Server (Developer Edition) for Docker

AzureCinemas

A Hybrid Cloud sample application, based on the Windows Azure Platform

docker-images-rclient

Microsoft R Client on Linux for Docker

dapr-on-azure-demos

Several examples to start with Dapr on Microsoft Azure

docker-images-AnalyzingBigDataWithMMLS

Resources for the Analyzing Big Data with Microsoft ML Server Workshop

tfjs-transferlearning

Transfer Learning with TensorFlow.js Examples

mmls-revealed

Microsoft Machine Learning Server Revealed

LetsTalk

Windows Azure Mobile Services Demo Application

github-actions-azure-demo

Example: How to use GitHub Actions to deploy a multi-tier Web App to Azure

docker-images

My Docker Images

azure-ml-demos

My Azure Machine Learning Demos

datainsightsblog

My Data Insights & Cloud Blog

CloudExtensions

MLOps-KubeflowOnAzure

MLOps Demo using Azure Kubernetes Service, Kubeflow and Azure ML

mlnd-finding-donors-for-charityml

A solution to the udacity machine learning nanodegree™️ Finding Donors for CharityML project