Machine Learning
Articles related around Machine Learning
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A clear explanation on AutoML on the Microsoft Azure documentation site , and references to ONNX!
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From ZDnet: https://cloudblogs.microsoft.com/opensource/2020/01/21/microsoft-onnx-open-source-optimizations-transformer-inference-gpu-cpu/ or direct link to the optimizations part: https://cloudblogs.microsoft.com/opensource/2020/01/21/microsoft-onnx-open-source-optimizations-transformer-inference-gpu-cpu/
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I have been following the standards in ML for a while now and it seems that ONNX is becoming the defacto standard. In addition to Facebook, Microsoft and AWS, Intel and NVIDIA will join the steering committee! The full article on Github.
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Below you can find my journey towards the Tensorflow Coursera Specialization Certification. April 2019 The people from DeepLearning.ai are starting a new course on Tensorflow. More info can be found here. If this has the same quality as their DeepLearning Specialisation, I might consider taking this one. August 2019 The course has been renamed to:…
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This is the final chapter of the Deeplearning.ai saga. In this part we covered the principles of Recurrent Neural Networks and the interesting LSTM (Long Short Term Memory). Unfortunately it took a while before this part was released so I had some recap to do from the first sessions. The rest of the courses focused…
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I will be presenting a session on ONNX and other standards in Machine Learning Models during the dataminds conference in Ghent. I did a presentation on the same subject a few months ago, but a lot has been going on since then. I’ll will surely need to modify a lot of my slides 😉 Update…
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On April 18th, 2018 I did a short presentation on the different standards for interchanging machine learning models. If you want to know more about PMML, NNEF or ONNX… here it is:
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I just finished the 4th week of this course by Andrew Ng. It was by far the most challenging of the 4 (out of 5, the last one not available yet). But also probably the one where I learned the most. It focuses on computer vision and image recognition. It is amazing how accurate some…
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I successfully finished the first course in Prof. Andrew Ng Deep Learning Specialization ! It was a great experience to write a powerful model that can predict whether or not a picture is cat or not. All coding is done in Python Notebooks. The assignments are very well documented and not difficult. I was relieved…
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I have been working with ML Studio for a while now, 18 months to be precise. Not that long of course, but enough to get a good idea of what the product is all about. I know there are people who do not like it and some are huge fans of the tool. I am…
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I started the Deep Learning course at Coursera by Prof. Andrew Ng. In June 2016 I did his course on Machine Learning, a very interesting one also. My only remark I had at that time was the language Octave used for the exercises, I wished it had been done in R or Python. And guess…
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I have been using the ML Studio from Microsoft for a while now, but not enough to get the product “in my fingers”, meaning I can find my way around it without thinking too much, but I still spend too much time in finding the right building blocks. And that is exactly the problem with…
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Intro In an earlier post, in the overview of the Cortana offering, we talked about the Cognitive services offered by Microsoft. In the meantime we got our invitation for the Custom Recognition Intelligent Service or CRIS. The information is still very much under construction, but it seems that this service offer an elaborate set of tools…
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Machine learning and advanced analytics In an earlier post we mentioned the Cortana Analytics suite as it was called at that time. The name changed to Cortana Intelligence suite in the meantime. Microsoft put 5 different categories of tools and solutions under the Cortana umbrella. In the first post we discussed about the “Information Management” part, in…
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