Sunday, January 24, 2021

Adventures in AI part 1: What is a gradient descent algorithm?

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When you start out with machine learning and AI you will learn very quickly that there's a lot of math involved. All this math is...

I’m an ASP.NET Insider!

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Happy to report that I'm now a member of the ASP.NET Insiders group.Here's the elevator pitch of the ASP.NET Insiders:“The ASPInsiders is a select...

Optimizing your (Windows) docker images with multi staged Docker builds

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To get started, you need Docker version 17.05.0-ce-rc1 or better. At the time of this writing I needed to install Docker for Windows Edge...

“Alexa, ask Roborock to clean my bedroom”

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Alexa, Home Assistant and Roborock I mentioned in one of my previous blog posts that Home Assistant allows us to improve our smart devices. I...

.NET Core with NGINX on Linux

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Having .NET Core with NGINX on Linux is easier that you might imagine. In this article I will talk about my experience related to...

Calibrating temperature sensors using the deCONZ service

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I have a few temperature sensors from Hue and Xiaomi, but they all show different temperatures. Sure, the variations are not that big, around...

Learn how to build flexible machine learning pipelines in scikit-learn

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Setting up a machine learning algorithm involves more than the algorithm itself. You need to preprocess the data in order for it to fit...

Slides and Demos, Techorama Belgium 2019

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For those that attended my session at techorama, you can find the slide deck and the demos I used here Slides: https://xpir.it/testautomation Demos: https://xpir.it/musicstore Enjoy!

Join the club!