CSE Developer Blog

How to Build A K8S Http API For Helm, and Serve Micro-services Using A Single IP
How to Build A K8S Http API For Helm, and Serve Micro-services Using A Single IP
Image credit: Pexels.com Background Axonize is a global provider of an IoT orchestration platform which automates the process of IoT deployments, cutting the process down from months to days. Their innovative platform consists of Data Gateways, which can accept even non-standard IoT sensor input, reformat the payload, and then deliver ...
Attaching and Detaching an Edge Node From a HDInsight Spark Cluster when running Dataiku Data Science Studio (DSS)
Attaching and Detaching an Edge Node From a HDInsight Spark Cluster when running Dataiku Data Science Studio (DSS)
Background Microsoft Global Partner Dataiku is the enterprise behind the Data Science Studio (DSS), a collaborative data science platform that enables companies to build and deliver their analytical solutions more efficiently.  Microsoft has been working closely with Dataiku for many years to bring their solutions and integrations ...
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Infrastructure as Code – On demand GPU clusters with Terraform & Jenkins
Infrastructure as Code – On demand GPU clusters with Terraform & Jenkins
Background Developing robust algorithms for self-driving cars requires sourcing event data from over 10 billion hours of recorded driving time. But even with 10 billion-plus hours, it can be challenging to capture rare yet critical edge cases like weather events or collisions at scale. Luckily, these rare events can often be simulated ...
Unsupervised driver safety estimation at scale, a collaboration with Pointer Telocation
Unsupervised driver safety estimation at scale, a collaboration with Pointer Telocation
Background Connected cars, which have the ability to collect and transfer data via cellular networks, offer us the opportunity to make road transport safer, more organized and more ecologically friendly. To push forward widespread adoption and help the technology fully enter the mainstream, manufacturers and third parties, like insurance ...
Semantic Segmentation of Small Data using Keras on an Azure Deep Learning Virtual Machine
Semantic Segmentation of Small Data using Keras on an Azure Deep Learning Virtual Machine
Introduction As previously featured on the Developer Blog, golf performance tracking startup Arccos joined forces with Commercial Software Engineering (CSE) developers in March in hopes of unveiling new improvements to their "virtual caddie" this summer. Powered by Microsoft Azure, Arccos' virtual caddie app uses artificial ...
Deploying a Batch AI Cluster for Distributed Deep Learning Model Training
Deploying a Batch AI Cluster for Distributed Deep Learning Model Training
Distributed Deep Learning Model Training on Batch AI For Land O'Lakes Sustainability Project With population growth spiking around the world, and scientists warning of the risk of climate change on the environment around us, across industries corporations are turning to innovation to help them make practices greener and more sustainable. ...
Satellite Images Segmentation and Sustainable Farming
Satellite Images Segmentation and Sustainable Farming
Introduction Sustainability in agriculture is crucial to safeguard natural resources and ensure a healthy planet for future generations. To assist farmers, ranchers, and forest landowners in the adoption and implementation of sustainable farming practices, organizations like the NRCS (Natural Resources Conservation Services) provide ...
Building a Private Ethereum Consortium
Building a Private Ethereum Consortium
Background The travel industry estimates 3-5% of bookings are disputed due to discrepancies in the data held by each party and can take months to resolve. Over the past two years, Microsoft and Webjet have collaborated to build a blockchain-based solution, Rezchain, that helps travel companies resolve data and avoid invoice reconciliation ...
Using Otsu’s method to generate data for training of deep learning image segmentation models
Using Otsu’s method to generate data for training of deep learning image segmentation models
Background Partnering with Microsoft, golf performance tracking startup Arccos has set out to use artificial intelligence and machine learning technology to build apps that help golfers step up their game. Last year, they gifted golfers a new ace in the hole – their own “virtual caddie” app, powered by Microsoft’s cloud and machine ...