MICROSOFT CLOUD DATA SCIENCE

Here are some articles from Microsoft regarding cloud data science products and updates. This week includes IoT hubs, Time Series Insights, Deep Learning Virtual Machine, Python sample code for cognitive services, and more.

Propel your IoT platform to the cloud with Azure Time Series Insights! -“Time Series Insights is the cornerstone of our IoT platform and will be pivotal in enabling our larger AI and Machine Learning strategies going forward … new long-term storage will empower our data science and engineering teams, in collaboration …

Transfer Learning for Text using Deep Learning Virtual Machine (DLVM) – Using Deep Learning Virtual Machine (DLVM) as the compute environment with a NVIDIA Tesla K80 GPU, CUDA and cuDNN libraries. The DLVM is a specially configured variant of the Data Science … these services to produce business results. The AI models …

Cognitive Services Python SDK Samples – These samples will show you how to get up and running using the Python SDKs for various Cognitive Services services. They’ll cover a few rudimentary use cases and hopefully express best practices for interacting with the data from these APIs. Subscription …

Using Query APIs to Unlock the Power of Azure Time Series Insights – Azure Time Series Insights (TSI) is a fully managed service aimed at providing visual analytics capabilities for time series data … IoT architecture involving the TSI service is shown in Figure 1. Figure 1: A typical IoT Architecture built with Azure …

Deploying externally generated Python/R Models as Web Services using Azure Machine Learning Studio – Azure Machine Learning Studio is Microsoft’s graphical tool for Data Science, which allows for deploying externally generated machine learning models as web services. This product was designed to make Data Science more accessible for a wider group of …

Deep Learning for Emojis with VS Code Tools for AI – We also see an increasing investment in chatbots that allow users to complete task-oriented services … data science reproducibility and auditing. Visual Studio Code Tools for AI comes with a Sample Explorer via integration with Azure Machine Learning.

Per disk metrics for Managed & Unmanaged Disks now in public preview – AI + Machine Learning AI + Machine … on-premises infrastructure and services to provide your customers and users the best possible experience Storage Storage Get secure, massively scalable cloud storage for your data, apps, and workloads Posted on …

Processing data from IoT Hub with Azure Functions – All this will be done by setting up the integration between IoT Hub and Azure Functions, while learning a bit about triggers and bindings for Azure Functions, and drop your processed data on Cosmos … simulation active on our machine, which kept pushing …

轉貼自： Data Science 101

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