Analyze structured or unstructured data and look for patterns and trends allowing you to make accurate and intelligent forecasts on future events based on collected data. Use cases include recommendations, forecast modeling, and preventive maintenance. This session highlights the use of many Microsoft Cognitive Services such as Computer Vision, Face, Custom Vision, LUIS, Text Analytics, Translator, Speech, and Bing Search. It also describes integration with Microsoft Azure including Azure Storage, Microsoft Power BI, Azure Search, Microsoft Application Insights, Azure App Service, Microsoft Dynamics 365, Azure Machine Learning Studio, and Microsoft Edge.
The data science process is a well understood flow for data scientists. Azure Databricks brings unique capabilities of tying a scale-out analytics engine to a collaborative and streamlined data science environment enabling implementation of the data science process with seamless power. With Azure Databricks you can create, train, evaluate, and publish models built on massive amounts of data, in a span of minutes. This session discusses the core concepts of such pipelines and walks through the optimal practices to make them efficient and accurate. We cover example that show building pipelines with machine learning and operationalizing those pipelines.
This session is co-delivered with Ms. Chetna Gupta, Sr. Director of Engineering at Evolve Controls. Continuous streams of data are generated in every industry from sources such as clickstream logs, IoT devices and sensors, business transactions, social feeds, fleet vehicles etc. Within these fast-moving data streams are valuable business insights waiting to be unlocked. Learn how customers are building real-time solutions for building controls, remote monitoring of assets, fleet management, smart grid and network monitoring. See demos and learn how services like Azure Event Hubs, Stream Analytics, Machine Learning and other Azure services work seamlessly together to create your end-to-end real time analytics solutions.
Got PDF files you want to index? Have hand-written forms from the last decade? Imagine if you could use AI to search on all of your data no matter what it is—raw, unstructured formats in email, text files, documents, PDFs, images, scanned forms, etc. Come learn how you can use Cognitive Search to extract insights and structured information from your enterprise files. We discuss the variety of prebuilt cognitive skills available, how to create your own custom skills, and how to define enrichment pipelines. We share real customer needs and how customers are applying cognitive search to solve them.
File based workloads can be the most challenging to migrate into cloud due to customers' high expectations for performance, reliability, compatibility, and integrated data management, combined with the extensive capabilities of existing, on-premises solutions. This session provides a complete introduction to the powerful managed file service Azure NetApp Files. Learn to identify the applications that customers struggle with migrating, and how extensive feature set of Azure NetApp File can meet the most challenging customer’s workload requirements. See a demo of how easy it is to deploy these capabilities in minutes.
Congratulations! You have decided that you want to acquire an Azure Stack system and have questions on how to buy and, as an Azure Stack operator, what you need to know to develop a plan for operationalizing it in your environment. This session provides you the information necessary for being that champion in your organization. This is a prerequisite for anyone wanting to get started with Microsoft Azure Stack. You should follow up with other Azure Stack operator-targeted sessions in order to become an expert.
In this session Jesper walks you through everything you need to know about security, when building infrastructure in Azure. From role-based access and auditing, to network security and automation, you will have plenty of tasks to do in your own environment when you leave this session. The content is based on five years of building and optimizing Azure infrastructure, and is demo rich!
This session explains the basics of Azure Files and Azure File Sync including functionality and architecture. Leave this session understanding how Azure Files supports your organization's adoption of cloud technologies and how IT pros can be heroes in the process.
Come see a demo of the new Azure NetApp Files service, and watch how you can deploy it’s powerful capabilities in Azure within minutes. Learn about the extensive feature set, and how it can help you quickly and easily move your most challenging workloads into Azure.
Symantec Cloud Workload Protection (CWP) is designed to help customers secure containers, applications, and cloud workloads with continuous visibility of virtual machines (VMs) deployed in Microsoft Azure. Come to this session to get an overview of CWP and learn how to easily deploy CWP using Azure VM Extensions that support both Windows and Linux. Also get a sneak peek at some upcoming releases that extend Symantec’s security integration into Azure.