Cloud-Scale Text Classification with Convolutional Neural Networks on Microsoft Azure

This post is by Miguel Fierro, Ilia Karmanov, Thomas Delteil, Andreas Argyriou, and Max Kaznady, all Data Scientists at Microsoft. Natural Language Processing (NLP) is one of the fields in which deep learning has made significant progress. Specifically, the area of text classification, where the objective is to categorize documents, paragraphs or individual sentences into… Read more

Revolutionizing Retail Through Personalization and Advanced Analytics – Free White Paper & Webinar

The way people shop has changed considerably in recent years. These days, people comparison shop on the go, receive promotional deals at their fingertips, and all get the information they need to make buying decisions in near real time. If you are in the retail business, you need to get ahead of the curve and… Read more

Load Data Directly from Azure Data Lake into Azure SQL Data Warehouse Using Polybase

Re-posted from the Azure blog. NOTE: This post was updated on Tuesday February 14th 2017, including an update to the title. Azure SQL Data Warehouse (Azure SQL DW, or just SQL DW for short) is a SQL-based fully managed, petabyte-scale data warehousing solution in the cloud. It is highly elastic, enabling you to provision in minutes and scale… Read more

Home Appliances, Vending Machines – Even Cruise Ships – Get an Infusion of Cortana Intelligence & Machine Learning

A quick overview of recent customer case studies involving the application of Microsoft’s AI, Big Data & Machine Learning offerings. Carnival Maritime Predicts Water Consumption on Cruise Ships The Costa Group’s fleet of 26 cruise ships sail all over the world. The industrial equipment on their ships have thousands of sensors that collect data in… Read more

A Plethora of Microsoft Training Options on AI, Machine Learning & Data Science, including MOOCs

This post is authored by Kristin M. Tolle, Director of Program Management for Advanced Analytics Ecosystem Development and Training at Microsoft. Cortana Intelligence, Microsoft’s end-to-end platform for Advanced Analytics, offers a suite of services to solve real world customer problems. The suite has many moving parts – Data Lake, HDInsight (Hadoop), Event Hub, Machine Learning… Read more

Azure Machine Learning Now Available in West Central US

This post is authored by Ted Way, Senior Program Manager at Microsoft. We are pleased to announce that Azure Machine Learning is now generally available in the West Central United States (WCUS) Azure region. With this, Azure ML is now available in these regions: United States East US2 South Central US NEW: West Central US… Read more

How Adobe, Dallas Zoo and Financial Fabric Are Using Microsoft Cognitive Services and the Azure Data Platform

A montage of recent customer use cases, demonstrating the range of capabilities of Microsoft’s AI, Big Data & Advanced Analytics offerings. Adobe Helps Customers Break the Language Barrier Adobe Experience Manager (AEM) is an enterprise content management platform that helps large and mid-size companies manage their web content, digital assets, online communities and more. Digital… Read more

Moving eBird to the Azure Cloud

Re-posted from the Azure Data Lake & HDInsight blog. Hosted by the Cornell Lab of Ornithology, eBird is a citizen science project that allows birders to submit observations to a central database. Birders seek to identify and record the birds that they discover, and can also report how much effort it took to find those… Read more

Hello 2017, and Recap of Top 10 Posts of 2016

As we kick off what will surely be another very exciting year of progress in artificial intelligence, machine learning and data science, we start with a quick recap of our “Top 10” most popular posts (based on aggregate readership) from the year just concluded. Here are the posts that had the most page views in… Read more

Singapore Machine Learning & Data Science Summit – Recap

This post is authored by Tamarai G V, Senior Product Marketing Manager at Microsoft. Singapore has started to embrace the many benefits of digital transformation, and data plays a central role in this process. From using non-traditional indicators such as electricity consumption and public transportation to monitor the economy to helping the government improve the… Read more