Distributed Deep Learning on AZTK and HDInsight Spark Clusters

This post is authored by Chenhui Hu, Data Scientist at Microsoft. Deep learning has achieved great success in many areas recently. It has attained state-of-the-art performance in applications ranging from image classification and speech recognition to time series forecasting. The key success factors of deep learning are – big volumes of data, flexible models and… Read more

Image Data Support in Apache Spark

This post is co-authored by the Microsoft Azure Machine Learning team, in collaboration with Databricks Machine Learning team. Introduction Apache Spark is being increasingly used for deep learning applications for image processing and computer vision at scale. Problems such as image classification or object detection are being solved using deep learning frameworks such as Cognitive… Read more

Exciting AI Platform & Tools Announcements from Microsoft

Re-posted from the Azure blog. We made some exciting AI-related announcements at Microsoft Connect(); 2017 earlier today. Specifically, we talked about how we’re making it even easier for developers and data scientists to infuse AI into new and existing apps with these new capabilities: Azure IoT Edge integration in Azure ML. A new Azure Databricks… Read more