Azure, Iot Act in realtime on IoT Data without writing any code through Azure IoT Hub, Event Grid, Cosmos DB and Logic Apps Creating a realtime application is quite trivial, you most of the time take in all the events and put a dedicated processor on there that will process the incoming events for you. But
Ai, Ai-ml Artificial Intelligence - How to measure performance - Accuracy, Precision, Recall, F1, ROC, RMSE, F-Test and R-Squared We currently see a lot of AI algorithms being created, but how can we actually measure the performance of these models? What are the terms we should look at to detect this? These
Ai, Ai-ml Web2Text - Deep Structured Boilerplate Removal - Running the Code In this article I will explain you how you can run the [Web2Text] (https://github.com/dalab/web2text) demonstration code available as explained in their paper or presentation. Prerequisites Before we can run the entire pipeline, we
Azure, Coding, Coding-bash Create a script to deploy a container automatically with Azure Container Registry Currently I am working on a new web application that will require a server for signaling purposes. Now to run this server, I would like to utilize Azure Web Apps together with a
Azure, Coding-javascript, Iot Creating a Pub/Sub system with 100.000 subscribers and 1 publisher I decided to do something exciting and challenging for personal growth in my Data & AI area and posed myself the hypothesis: “Can I create a system that with a few publishers but
Azure, Ai, Ai-rl, Ai-ml Facebook ReAgent - An End-to-End Use Case Facebook decided to release their end-to-end applied reinforcement learning platform called ReAgent, after reading their vision on this, I have to say that I am completely hooked! They are providing an excellent view
Azure, Coding-c An E2E Azure Sphere project in the area of Smart Retail (RFID RC522, AVNet MT3620 SK, Izokee Display) Smart Retail with the AVNet MT3620 Starter Kit and an NFC scanner Avnet just released an MT3620 Azure Sphere Development Kit with a contest related to it. Project Description Title: How IoT can
Azure, Coding-csharp Utilizing OpenCV in C# .NET Core to grab frames from a video While working on a blog post where I was utilizing .NET Core I wanted to be able to utilize OpenCV. OpenCV is a library of functions that allow us to quickly perform computer
Azure, Coding-javascript, Iot Part 4 - Creating a Automated Machine Learning model based on our Car Simulation Data This is Part 4 in the IoT Edge series, view the main article or go the part 3 to view the previous article. Recap and next steps We just built our 2 simulators
Infrastructure, Devops Build your Jekyll site and Deploy it on GitHub Pages with an Azure DevOps pipeline So far I have been using Travis-CI as my Continuous Integration (CI) system for my build and release process for my Blog. However recently, VSTS got rebranded to Azure Pipelines, and I felt