Recent Blog ArticlesNewest TopicsMost LikesTagged:TagTracking Financial Crime with Azure Confidential Computing and Sarus Smart Privacy Solution Combining Azure confidential computing capabilities with Sarus unlocks new possibilities to combine sensitive data from multiple parties. Working with multiple banks, we demonstrated how a joint solu...Extremely Fast Training of Extremely Small Text Classification Models with Azure SQL In this blog post, we describe an approach that offers massive time and cost savings during the training of text classification models. Fine-tuning a transformer model for question natural language inference (QNLI) with Azure SQL We demonstrate how to fine-tune a transformer model for text classification, accessing the dataset directly in Azure SQL. Active Learning at scale, with Azure SQL and Azure ML How to use active learning to unlock a treasure chest of unstructured data. Building a digital guide dog for railway passengers with impaired vision Catching your train on time can be challenging under the best of circumstances. Trains typically only stop for a few minutes, leaving little room for mistakes. For example, at Munich Main station aro...Reducing the distance to your Azure ML remote compute jobs Under (hopefully) rare circumstances, after developing a training script and thorough local testing, it can still happen that the same script fails when executed on a remote AML compute target. Here,...ML Inference on Edge devices with ONNX Runtime using Azure DevOps+MLOps We introduce a reference architecture on combining Azure ML and DevOps+MLOps to support continuous integration and continuous deployment (CI/CD). We train an convolutional neural network for object d...Compiling software dependencies with Azure ML Pipelines I discuss how to use Azure ML Pipelines to compile dependencies for model training and deployment. Accelerate your end-to-end ML lifecycles with semi-automated image annotation using Azure ML Semi-automated image annotation of unlabeled data speeds up the end-to-end machine learning life cycle. Create your own customized translation service with Microsoft Custom Translator In this blog post, I suggest a couple of best-practices that may be helpful when you want to create a custom translation service, which will be able to take potentially private or sensitive terminolo...
