This page is part of the Hello Deep Learning series of blog posts. You are very welcome to improve this page via GitHub! In the previous chapter we taught a network of linear combinations and ‘rectified linear units’ to recognize handwritten digits reasonably successfully. But we already noted that the network would...

This page is part of the Hello Deep Learning series of blog posts. You are very welcome to improve this page via GitHub! In the previous chapter we described how automatic differentiation of the result of neural networks works. In the first and second chapters we designed and trained a one-layer neural network that...

This page is part of the Hello Deep Learning series of blog posts. You are very welcome to improve this page via GitHub! In the previous chapter we configured a neural network and made it learn to distinguish between the digits 3 and 7. The learning turned out to consist of “twisting the knobs in the right...

This page is part of the Hello Deep Learning series of blog posts. You are very welcome to improve this page via GitHub! In this chapter we’re going to take the neural network we made earlier, but actually make it do some learning itself. And, oddly enough, this demonstration will again likely simultaneously make...

This page is part of the Hello Deep Learning series of blog posts. You are very welcome to improve this page via GitHub! In this chapter we’re going to build our first neural network and take it for a spin. Weirdly, this demonstration will likely simultaneously make you wonder “is this all??” and also impress you by...

This page is part of the Hello Deep Learning series of blog posts. Also, feel free to skip this intro and head straight for chapter 1 where the machine learning begins! Deep learning and ‘generative AI’ have now truly arrived. If this is a good thing very much remains to be seen. What is certain however is that...

A from scratch GPU-free introduction to modern machine learning. Many tutorials exist already of course, but this one aims to really explain what is going on, from the ground up. Also, we’ll develop the demo until it is actually useful on real life data which you can supply yourself. Other documents start out from...

This is a living document - I’d normally spend a few days polishing everything, but since CRA talks are ongoing right now, there’s simply no time for that. Check back frequently for updates! Also please let me know urgently on bert@hubertnet.nl if you think I’m reading things incorrectly! As a follow-up to my...

First a round of thanks for the many people in industry and government who provided valuable links, background and insights! I could not have done this without your help! If you spot any mistakes, or have suggestions, please do contact me on bert@hubertnet.nl The EU’s new Cyber Resilience Act is admirable in its...

“The history of human thought would make it seem that there is difficulty in thinking of an idea even when all the facts are on the table” – Isaac Asimov In 2014, MIT’s Technology Review wrote a very interesting article about an attempt to have Isaac Asimov be part of a group of scientists attempting to think...

Deze reactie is als PDF ook te vinden op de site internetconsultatie.nl. Ook kan er tot en met 16 januari nog gereageerd worden. Aan de minister van Binnenlandse Zaken en Koninkrijksrelaties, H.G.J Bruins Slot en aan minister van Defensie, K.H. Ollongren Betreft: Tijdelijke wet onderzoeken AIVD en MIVD naar landen...

Deze pagina is mede tot stand gekomen door kritisch commentaar & feedback van Marien Boonman en Hidde Brugmans & anonieme experts. Dank! En mochten er desondanks fouten zijn -> bert@hubertnet.nl We beginnen simpel, een woonhuis zonder zonnepanelen, verbruik minder dan 10.000kWh/jaar. Je elektriciteitsrekening...