May 10, 2016 · 7 min read
I covered building IoT Analytics Architecture prototype authored by David Crook from Microsoft in one of my previous posts. David graciously provided some great feedback on the architecture model and asked me to explore yet another aspect of his architecture, that is to take intelligent decisions on the streams of incoming data based on Azure Machine Learning based predictive models. In this post, let’s see how we can integrate MAML with Stream Analytics and extend David’s IoT analytics architecture.
Nov 21, 2015 · 5 min read
Azure Machine Learning allows data scientists to build and deploy predictive models. I am currently reading Predictive Analytics with Microsoft Azure Machine Learning, which in my opinion is a great resource to get started with ML. If you are a developer and don’t really want to invest in learning ML, you can use Azure ML web services published by Microsoft and other publishers in the Cortana Analytics Gallery. There are several interesting APIs, such as speech, face recognition and computer vision, available that you can use in your applications.