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Modern Business Intelligence and Advanced Analytics

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Modern Business Intelligence and Advanced Analytics

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We live in a world of unprecedented change. To be successful in this world of change, you will need to develop a data culture, creating an environment where every team and every individual is empowered to do great things because of the data at their fingertips. In this event you will learn how to create a culture of data and how the Microsoft Modern BI platform and tools can help you to can harness the power of data once only reserved for data scientists. Learn about how to tap into the power of natural language, self-service business insights and visualization capabilities – and make insights available to anyone, anywhere, at any time.

We live in a world of unprecedented change. To be successful in this world of change, you will need to develop a data culture, creating an environment where every team and every individual is empowered to do great things because of the data at their fingertips. In this event you will learn how to create a culture of data and how the Microsoft Modern BI platform and tools can help you to can harness the power of data once only reserved for data scientists. Learn about how to tap into the power of natural language, self-service business insights and visualization capabilities – and make insights available to anyone, anywhere, at any time.

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Modern Business Intelligence and Advanced Analytics

  1. 1. Transforming your business through Business Intelligence - with Microsoft Modern BI and Advanced Analytics CHUCK RUSSELL Sr. PARTNER COLLECTIVE INTELLIGENCE INC.
  2. 2. Agenda How can you transform your business with BI? What is the Microsoft Modern BI platform? Power BI & Power BI Report Server Azure & SQL Analysis Services Advanced Analytics Testimonials How can Microsoft and Collective Intelligence Help? Next Steps?
  3. 3. A world of unprecedented change Average lifespan of a company on S&P 500
  4. 4. Making sense of the growing data universe is critical… 1. Source: IDC “FutureScape: Worldwide Big Data and Analytics 2019 Predictions,” DOC #259835, November 2015 2. Source: IDC “FutureScape: Worldwide Cloud 2017 Predictions,” DOC #259840, November 2015 …and that data is moving to the cloud 3. Source: Gartner “Cost Optimization Secrets: Plan & Manage Cloud Services for 14% Savings, on Average,” ID: G00299793, March 2017
  5. 5. Transforming with data: your opportunity Extra productivity benefits by 2020 Additional operating income Further cost savings
  6. 6. The modern BI platform
  7. 7. MODEL ANALYZE & AUTHOR DELIVER VISUALIZE End User BISelf-Service BI Microsoft Business Intelligence
  8. 8. Power BI: experience your data Any data, any way, anywhere
  9. 9. Discovery & exploration Easy report authoring Custom visualizations R integration
  10. 10. Connect to data in the cloud and on-premises Shape, transform, and clean data for analysis Join and model data from multiple sources/types Extend with advanced analytics technologies like R
  11. 11. Demo: Power BI Overview
  12. 12. Demo Path • Power BI (Cloud) – User Perspective • Explain Portal Areas / Workspace Etc., • Show Reports / Dashboards • Show Insights • Discuss Realtime Access versus Stored Data • Power BI Desktop • Show Authoring / PowerBI Desktop • Connecting to Data • Power BI Model(s) • Publishing to the Web • Scheduling Refreshes • Integrating / Embedding Options • Excel as Tool of Choice
  13. 13. Move to the cloud on your terms Compatible with SSRS Power BI Report Server Self-service BI and enterprise reporting in one solution Keep Power BI reports on-premises
  14. 14. Enterprise grade tools for lifecycle management Compatible with major BI tools – Excel, Power BI, third party Gain instant insights with in- memory cache Build business friendly BI models Analysis services Enterprise grade analytics engine —on-premises and in the cloud
  15. 15. Azure Analysis Services Transform complex on-premises or cloud data into insights Azure Analysis Services
  16. 16. Azure Analysis Services Gain instant insights using your preferred visualization tools Azure Analysis Services
  17. 17. Azure Analysis Services Proven analytics engine based on SQL Server technology DAX calculations Tabular model In-memory DirectQuery MDX DAX
  18. 18. Platform-as-a-service solution All the benefits of the cloud in your analytics engine Azure Analysis Services
  19. 19. SQL Server Analysis Services Enterprise grade analytics engine 10 01 10 01
  20. 20. SQL Server 2017+ Analysis Services Turn data into insights with an enterprise-grade data modeling and analytics engine Build user friendly semantic models for rich semantic models Quickly gain instant insights using SSAS in-memory (VertiPaq) technology & scale to many users Use your preferred BI tool to visualize data insights
  21. 21. Complex raw data Rich, business user friendly semantic model SQL Server Analysis Services Business user easily gain insights Cache Semantic model Queries SQL Server 2017 Analysis Services Transform complex data into one version of the truth
  22. 22. Quick Demo: Power BI & Analysis Services
  23. 23. Demo Path • Demonstrate Azure Analysis Services • Show Model Management • Demonstrate Connecting to Azure Analysis Data Source • Show Realtime Access to Cloud Data / Power BI Desktop
  24. 24. Azure AI Services Azure Infrastructure Tools
  25. 25. Azure Machine Learning Cognitive Services Bot Service
  26. 26. Vision Speech KnowledgeLanguage LabsSearch
  27. 27. Spark SQL Server Virtual machines GPUs Container services Notebooks IDEs Azure Machine Learning Workbench SQL Server Machine Learning Server O N - P R E M I S E S E D G E C O M P U T I N G Azure IoT Edge Experimentation and Model Management A Z U R E
  28. 28. Local machine Scale up to DSVM Scale out with Spark on HDInsight Azure Batch AI (Coming Soon) ML Server Azure Machine Learning Command line tools IDEs Notebooks in Workbench VS Code Tools for AI
  29. 29. Single node deployment (cloud/on- prem) Azure Container Service Azure IoT Edge Microsoft ML Server Spark clusters SQL Server Azure Machine Learning
  30. 30. AI core infrastructure AI compute AI on data
  31. 31. Best of Databricks Best of Microsoft Designed in collaboration with the founders of Apache Spark One-click set up; streamlined workflows Interactive workspace that enables collaboration between data scientists, data engineers, and business analysts. Native integration with Azure services (Power BI, SQL DW, Cosmos DB, Blob Storage) Enterprise-grade Azure security (Active Directory integration, compliance, enterprise-grade SLAs)
  32. 32. Optimized Databricks Runtime Engine DATABRICKS I/O SERVERLESS Collaborative Workspace Cloud storage Data warehouses Hadoop storage IoT / streaming data Rest APIs Machine learning models BI tools Data exports Data warehouses Azure Databricks Enhance Productivity Deploy Production Jobs & Workflows APACHE SPARK MULTI-STAGE PIPELINES DATA ENGINEER JOB SCHEDULER NOTIFICATION & LOGS DATA SCIENTIST BUSINESS ANALYST Build on secure & trusted cloud Scale without limits
  33. 33. Open deep learning framework support Visual Studio Tools for AI Azure Machine Learning Studio
  34. 34. Visual Studio extension with deep integration to Azure ML End to end development environment, from new project through training Support for remote training Job management On top of all of the goodness of Visual Studio (Python, Jupyter, Git, etc)
  35. 35. Azure Machine Learning Studio Platform for emerging data scientists to graphically build and deploy experiments • Rapid experiment composition • > 100 easily configured modules for data prep, training, evaluation • Extensibility through R & Python • Serverless training and deployment Some numbers: • 100’s of thousands of deployed models serving billions of requests
  36. 36. INGEST STORE PREP & TRAIN MODEL & SERVE Azure Blob Storage Logs (unstructured) Azure Data Factory Azure Databricks Microsoft Azure also supports other Big Data services like Azure HDInsight and Azure Data Lake to allow customers to tailor the above architecture to meet their unique needs. Media (unstructured) Files (unstructured) PolyBase Business/custom apps (structured) Azure SQL Data Warehouse Azure Analysis Services Power BI
  37. 37. INGEST STORE PREP & TRAIN MODEL & SERVE Cosmos DB Business/custom apps (structured) Files (unstructured) Media (unstructured) Logs (unstructured) Azure Blob StorageAzure Data Factory Azure SQL Data Warehouse Azure Analysis Services Power BI PolyBase SparkR Azure Databricks Microsoft Azure also supports other Big Data services like Azure HDInsight, Azure Machine Learning and Azure Data Lake to allow customers to tailor the above architecture to meet their unique needs. Apps
  38. 38. INGEST STORE PREP & TRAIN MODEL & SERVE Sensors and IoT (unstructured) Apache Kafka for HDInsight Cosmos DB Files (unstructured) Media (unstructured) Logs (unstructured) Azure Blob StorageAzure Data Factory Azure Databricks Real-time apps Business/custom apps (structured) Azure SQL Data Warehouse Azure Analysis Services Power BI Microsoft Azure also supports other Big Data services like Azure IoT Hub, Azure Event Hubs, Azure Machine Learning, and Azure Data Lake to allow customers to tailor the above architecture to meet their unique needs. PolyBase
  39. 39. Demo Path • Demo ML Studio • Describe the Titanic Experiment • Spin Up DataBricks (time Permitting)
  40. 40. Modern BI / Advanced Analytics Customers Retail & Consumer Goods Discrete Manufacturing Government & Education Professional Services Banking & Financial Services Healthcare
  41. 41. Accelerate your move towards a Data Culture Reduce risk / increase ROI as you move to the cloud 6 Kacey Court, Mechanicsburg, PA 717.545.9730 sales@collectiveintelligence.com John Schrock Collective Intelligence www.collectiveintelligence.com

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