Data Science

General articles around Data Science

  • A primer on AutoML with ONNX

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    A primer on AutoML with ONNX

    A clear explanation on AutoML on the Microsoft Azure documentation site , and references to ONNX!

  • New announcements from Microsoft on ONNX

    Microsoft is fully committed to ONNX: https://cloudblogs.microsoft.com/opensource/2020/05/19/announcing-support-for-accelerated-training-with-onnx-runtime/

  • Microsoft Open Sourcing optimizations in ONNX runtime

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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/

  • Tensorflow by DeepLearning.AI

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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:…

  • Deeplearning.ai – Sequence Models

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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…

  • Microsoft and ONNX

    Recently, Microsoft is putting quite some effort in making its (AI) model-platforms ONNX aware. An interesting article by Faith Xu: “ONNX Runtime for inferencing machine learning models now in preview“. As far I know, still no possibility to export or import models from its Azure Machine Learning Studio, at least not directly. T  

  • Data Science Roles

    In this blogpost we talk about the different roles and their skills we find in the Data Science world. There is overlap between them and I am sure that you could come up with even more roles, but I guess the ones below give a pretty good overview. How matter you look at it, “Data Science…

  • Data Science at Johns Hopkins

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    Data Science Coursera JHU Johns Hopkins University has an interesting MOOC on Coursera. We asked ourselves if it is worth doing? I did the test.. The whole program is based on 9 modules and a capstone project, I will provide a short description of each and give my impressions on the track I took from May 2015 until January…

  • Here we are

    Finally, here we are: dataT.be We offer our data science services on the Microsoft Azure platform. We are proud to be part of the Microsoft BizSpark program since February 2016, currently awaiting entry for the Cortana Analytics Red Carpet program! In one of our next posts we will be talking about the Microsoft Data Science offering…