Damir Dobric is a lead software architect at daenet GmbH and a Microsoft Regional Director and Most Valuable Professional. The document provides links to resources about AI for .NET developers including links to tutorials on machine learning using Azure Machine Learning, CNTK, and ONNX. It also includes a code sample of a simple neural network model and links to documentation for CNTK and GitHub repositories containing additional samples.

1. daenet Gesellschaft für Informationstechnologie mbH
Hanauer Landstr. 204 60314 Frankfurt am Main
AI for .NET Developers
Damir Dobric
Lead Software Architect daenet GmbH
Microsoft Regional Director and Most Valuable Professional

5. http://how-old.net

6. https://www.captionbot.ai

8. https://developers.de/blogs/damir_dobric/archive/2014/12/23/azure-machine-learning-episode-1.aspx

11. 𝑓 𝑥

12. https://myapi/data/x

19. ONNX

21. 𝑧1 = 𝑊1 ∗ 𝑥 + 𝑏1
𝑧2 = 𝑊2 ∗ 𝑧1 + 𝑏2𝑥
𝑥
𝑧1
𝑧2
𝑓

23. 13.93382 11.912242
4.992084 4.0683451
1.308079 3.6044620
2.237222 2.393831
1.409637 0.7957422
3.542408 4.552556
2.130944 1.789991
6.331843 7.432976
14.82299 10.80024
11.26242 11.53292
4.929292 4.396819
6.752985 7.881171
6.12023 7.814198
6.983967 9.058882
11.79105 14.48951
2.293079 1.886682
12.26457 11.28563
3.254735 4.31023
2.825462 2.03756
9.38726 6.141213
11.38792 11.59595
0.9510276 1.130771
4.372396 3.118505
https://github.com/ddobric/samples/tree/master/ML/Cntk/CntkSamples

24. model (features) =
{
# model parameters W0 = ParameterTensor {(HDim:SDim)} ;
b0 = ParameterTensor {HDim}
W1 = ParameterTensor {(LDim:HDim)} ;
b1 = ParameterTensor {LDim}
# model formula
r = RectifiedLinear (W0 * features + b0)
# hidden layer
z = W1 * r + b1
# unnormalized softmax
}.z
https://docs.microsoft.com/en-us/cognitive-toolkit/brainscript-basic-concepts

26. https://cntk.ai/pythondocs/
https://www.microsoft.com/en-us/cognitive-toolkit/
https://www.youtube.com/watch?v=mbyG85GZ0PI
https://github.com/UniversityOfAppliedSciencesFrankfurt/LearningApi
http://developers.de

27. https://twitter.com/ddobric
https://developers.de
https://about.me/damirdobric
http://daenet.de

28. © Copyright daenet GmbH. All rights reserved.
https://www.meetup.com/Azure-Meetup-Frankfurt/