coding react
Revamping my Blog with NextJS (2020)

Due to the current COVID crisis I had some time to start revamping my blog, focusing on achieving features that were not possible before…

Xavier Geerinck

azure
Azure Optimization Tips and Tricks

For most businesses out there it are hard times due to the recent crisis, causing a lot of pressure on optimizing OPEX costs as much as…

Xavier Geerinck

ai ai-ml
AI Battlecards - End to End Process for building and evaluating AI models

A couple of months ago it struck me that my personal knowledge in AI could be improved quite a bit. That’s why I took the time to brush up…

Xavier Geerinck

infrastructure dapr
Getting started with Dapr, Python and gRPC

The cloud war is heating up and one of the main challenges is the fear of lock-in created by these providers. Helping the raise of…

Xavier Geerinck

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

Xavier Geerinck © 2020

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