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azure iot
Act in realtime on IoT Data without writing any code through Azure IoT Hub, Event Grid, Cosmos DB and Logic Apps

Creating a realtime application is quite trivial, you most of the time take in all the events and put a dedicated processor on there that…

Xavier Geerinck

ai ai-ml
Artificial Intelligence - How to measure performance - Accuracy, Precision, Recall, F1, ROC, RMSE, F-Test and R-Squared

We currently see a lot of AI algorithms being created, but how can we actually measure the performance of these models? What are the terms…

Xavier Geerinck

ai ai-ml
Web2Text - Deep Structured Boilerplate Removal - Running the Code

In this article I will explain you how you can run the Web2Text (https://github.com/dalab/web2text) demonstration code available as…

Xavier Geerinck

azure coding coding-bash
Create a script to deploy a container automatically with Azure Container Registry

Currently I am working on a new web application that will require a server for signaling purposes. Now to run this server, I would like to…

Xavier Geerinck

azure coding-javascript iot
Creating a Pub/Sub system with 100.000 subscribers and 1 publisher

I decided to do something exciting and challenging for personal growth in my Data & AI area and posed myself the hypothesis: “Can I create a…

Xavier Geerinck

azure ai ai-rl ai-ml
Facebook ReAgent - An End-to-End Use Case

Facebook decided to release their end-to-end applied reinforcement learning platform called ReAgent, after reading their vision on this, I…

Xavier Geerinck

azure coding-c
An E2E Azure Sphere project in the area of Smart Retail (RFID RC522, AVNet MT3620 SK, Izokee Display)

Smart Retail with the AVNet MT3620 Starter Kit and an NFC scanner Avnet just released an MT3620 Azure Sphere Development Kit with a contest…

Xavier Geerinck

azure coding-csharp
Utilizing OpenCV in C# .NET Core to grab frames from a video

While working on a blog post where I was utilizing .NET Core I wanted to be able to utilize OpenCV. OpenCV is a library of functions that…

Xavier Geerinck

azure coding-javascript iot
Part 4 - Creating a Automated Machine Learning model based on our Car Simulation Data

This is Part 4 in the IoT Edge series, view the main article or go the part 3 to view the previous article. Recap and next steps We just…

Xavier Geerinck

infrastructure devops
Build your Jekyll site and Deploy it on GitHub Pages with an Azure DevOps pipeline

So far I have been using Travis-CI as my Continuous Integration (CI) system for my build and release process for my Blog. However recently…

Xavier Geerinck

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