Author: Ivan Kosyakov

Cortana Intelligence Suite End-to-End Training

I am very excited to share information about excellent end-to-end hands-on labs training on Cortana Intelligence Suite. This training covers Azure Machine Learning, Azure Data Factory, HDInsight Spark, Power BI, and Intelligent Apps. The course was developed by MTC Architect Todd Kitta. All training materials are available in his GitHub repository. If you need to … Continue reading Cortana Intelligence Suite End-to-End Training

Materials from Modern Data Warehouse Workshop

Today in MTC New York I provided workshop "Always On: Modern Data Warehouse". (Don't confuse with SQL Server AlwaysOn technology 😉 ). Here you can find presentation decks from this workshop: Modern Data Warehouse Architecture and Data Warehouse Technology Deck. Additional materials are available on the Microsoft Modern Data Warehouse site. Next data platform workshops in the MTC … Continue reading Materials from Modern Data Warehouse Workshop

Machine Learning @ 1 million predictions per second and more

Watch recordings of keynote and session previews of  Microsoft Machine Learning & Data Science Summit 2016 on the latest Big Data, Machine Learning, Artificial Intelligence, and Open Source techniques and technologies. Some take-aways from the keynote: Combination of in-memory technologies and in-database analytics with R at scale using SQL Server 2016 can make 1 million fraud predictions … Continue reading Machine Learning @ 1 million predictions per second and more

Machine Learning Solutions Decision Tree

New version is available: Artificial Intelligence Decision Tree Machine learning is a technique of data science that helps computers learn from existing data in order to forecast future behaviors, outcomes, and trends. Currently there are lot of products which can be used for this on-premises or in the cloud, based on single node or multiple nodes, … Continue reading Machine Learning Solutions Decision Tree

Big Data Solutions Decision Tree

Last update: May 30, 2017 New version: Big Data Decision Tree v4 (Jan 14th, 2019). Currently there are lot of existing solutions for Big Data storage and analysis. In this article, I will describe a generic decision tree to choose the right solution to achieve your goals. Disclaimer. Process of solution selection for Big Data projects is … Continue reading Big Data Solutions Decision Tree

August 2016 Dashboard in a Day Workshop

In this post you can find materials and useful information on Power BI Dashboard in a Day training which will be provided August 23 in Microsoft Technology Center New York. Please download archive with instructions, source files and Power BI reports. Prerequisites and setup steps Internet connectivity: You must be connected to the internet At minimum, a computer with … Continue reading August 2016 Dashboard in a Day Workshop

Vehicle Health & Driving Pattern Analysis using Cortana Analytics with Power BI

Last changes: January 13, 2016 In the following scenario of advanced analytics we will show how car dealers, insurances and automobile manufacturers can use Cortana Analytics including Power BI to gain real-time and predictive insights on vehicle health and driving pattern behavior. The solution can be applied to following business use cases: Usage-based insurance Vehicle … Continue reading Vehicle Health & Driving Pattern Analysis using Cortana Analytics with Power BI

Cortana Intelligence Suite

Cortana Intelligence Suite is a fully managed big data and advanced analytics suite that enables organizations to transform data into intelligent action. Cortana Intelligence Suite includes following products and capabilities (also see the figure below): Preconfigured business scenarios: recommendations, forecasting, customer churn, etc. Personal digital assistant: Cortana Recognition of human interactions and intent: face, vision, … Continue reading Cortana Intelligence Suite