Real-time Decision Support
|
|
- Edward Palmer
- 6 years ago
- Views:
Transcription
1
2
3 Real-time Decision Support Business/Operation Intelligence Boiler-209.Fuel Gas Flow DC.Srv01R 94:GRDIDX.Tr igger AC09.Power GE01_DT _Wind Speed QI-109 GE01_DT Cooling Fan-711.Feed Rate DM-05:BW.R DC.SJ.C1.Z1.R1.Rk06.S2.O03.PWR QI-111 FinalProductBin.On 94:GRDIDX.ProdID Boiler-209.Fuel Gas Flow fic1001.c FR Net Volume Coal Motor Load 02F100.TOT.EV 3LBA32CT001-2 DC.SJ.PUE TI-102 DC.Zero DY-108 DC.SJ.C1.Z3.R3.PDU1.PF GE01_A_DT _Wind Speed DC.Srv01R Boiler-125.Fuel Gas Volume 1-16.Net Volume CB1992_MS 0_CMP_FLOW_TOTAL GE02_Energy Anacortes Refinery.Alkylation.Asset Problems B210_FG005.KPIExcursion AlarmTest.Input.Float32.1 AQUA2-TI-201.PV DC.SJ.SiteRealTimeITLoad.PWR FT9001 FI-101 bf5e1d1d-39c9-4b5b-b3d3-c2ce05fa3a26 DM-05:BW.R AT401 0_CLR_FINAL_OUT_B_TMP F506_E _Clear Sky Global Horiz GE01_DT D-110.Tank Pressure.PV Boiler Feed Pump #1 AlarmTest.Input.Float32.1 FIC F100 fasttag GE01_CON FI-151 0_ENG_AUX_STS 02F102.1HRAVG BGT001 GE05_Energy C1:14AT5 AC03.Air Flow FeedBin.Cmt Boiler Cold Reheat Pressure B737_FG117 DC.TimeLoad D-110.Tank Pressure.PV GE04_DT QI-121 GE03_V_WIN DC.Rk07R DC.Srv06R GE04_Energy TI-121 FT9001 FAC.OAK.Power-Kh-Val.PV FeedBin.Cmt DC.Zone1.Number DailyTrigger FrqPrbCost_ER DY-131 DC.SJ.PUE fic1001.c GE02_OT GE01_DT DC.C2Z1.Pwr.Ripple PI-111 facility_output 1-8.Net Volume Coal Motor Load 02F100.TOT.EV 03LBA32CT001-2 DC.SJ.ITLoad.PWR TI-145 FR2001 TI-178 FT9001 FR5001 GE04_OS FT9001 AF_NOISE GE01_A_DT FI-111 FT9001 Weather Conditions Relative Humidity: 34% Current Temp: 85 F High: 92 F Low: 57 F Wind: 8 mph/n Crude Furnace Draft Pressure: -0.5 WC Stack Temp: 316 F Oxygen: 2.5% Firebox Temp: 860 F Outlet Temp: 840 F Cold Oil Velocity: 6 ft/sec FT9001 fasttag AT401 Energy Efficiency Downtime Total Production $
4
5 Preparation Modeling Ingest Transform Cleanse Denormalize Profile Explore Visualize Feature & Algorithm Selection Model Testing & Validation Operationalization Models Visualizations Deploy Apps, Services & Visualizations Act: Score, Visualize Measure
6 Advanced Analytics Journey Basic Analytics Descriptive & Diagnostic Analytics Predictive & Prescriptive Analytics Prescriptive Analytics Today s Basic Analytics Point-by-point querying Descriptive Analytics What happened? Provides info about past problems fleetwide Diagnostic Analytics Why/When did it happen? Provides insight and visibility into what can be improved where Predictive Analytics What will happen? Provides predictions (foresight) that lower maintenance costs, optimize efficiency and productivity How can we make it happen? Provides recommendations for the best course of action to achieve desired outcomes; based on predictive analytics Analytics Maturity
7 Intelligent analytics across realms Embed R, Python or Azure ML on-premises or cloud Extensibility R Integration R? New R scripts Analytic Library T-SQL Interface Relational Data Built-in to SQL Server Data Scientist Interact directly with data Data Developer/DBA Manage data and analytics together Microsoft Azure Machine Learning Marketplace
8 REGIONAL SEMINARS
9 Scenario We have 100 engines sending various sensor data like rpm, burner fuel/air ratio, pressure at fan inlet and 20 other measurements with configuration settings for each engines. The average life span of an engine is about 206 cycles but it varies widely from 140 to 360 cycles. We want to predict the failure of these engine ahead of time.
10 Azure Cortana Intelligence Suite Data Sources Information Management Big Data Stores Machine Learning and Analytics Intelligence People Data Factory Data Lake Store Machine Learning Cognitive Services Data Catalog SQL Data Warehouse Data Lake Analytics Bot Framework Web Apps Event Hubs HDInsight (Hadoop and Spark) Cortana Apps Mobile Stream Analytics Bots Dashboards & Visualizations Sensors and devices Power BI Automated Systems Data Intelligence Action
11 Predictive Maintenance on Engine Failures On Premise with PI Integrator and SQL Server 2016 Enterprise and R Server DATA SOURCES PREPARE INGEST ANALYZE PUBLISH CONSUME PI Infrastructure SQL Server 2016 Enterprise Power BI R Server Predictions as Future Data (to PI 2015) On Premise
12 Predictive Maintenance on Engine Failures Microsoft Azure: Cortana Intelligence DATA SOURCES PREPARE INGEST ANALYZE PUBLISH CONSUME SQL Server 2016 Enterprise R Services Cortana Azure SQL Data Warehouse Machine Learning Azure SQL Data Warehouse Power BI Predictions as Future Data (to PI 2015) Web/LOB Dashboards On Premise
13 Asset Framework (AF) data from PI System Engine 1 Engine
14 PI Integrator for Cortana Intelligence
15
16 Publish PI AF data to Cortana Intelligence Stores PI Integrator allows you to push Analytics Ready data directly to Cortana Intelligence
17 Azure Machine Learning Model
18 Understanding our Data Failure Points of Engines Strong Correlation among sensors
19 Using Principal Component Analysis PC1 shows a strong Variance Value of PC1 has strong correlation on RUL
20 Scoring the Predictive Model Prediction versus actual remaining life Using PC1 as our predictor, the model appears to be more concentrated and accurate as remaining life approaches to zero
The Digital Transformation Opportunity Dominic John (Ph.D.), VP of Marketing and Technical Communication. Copyright 2017 OSIsoft, LLC 1
The Digital Transformation Opportunity Dominic John (Ph.D.), VP of Marketing and Technical Communication You can t manage what you can t see Without data it s just an opinion You don t know what you don
More informationDigital Prey or Digital Predator? Dr. Dominic John, VP of Marketing and Technical Communication
Digital Prey or Digital Predator? Dr. Dominic John, VP of Marketing and Technical Communication Copyright 27 OSIsoft, LLC Agenda Introducing Digital Prey or Predator Digital transformation today Digital
More information*Hannover Messe 2016, Germany
REGIONAL SEMINAR *Hannover Messe 2016, Germany This slide is for video use only. Preconfigured Solutions Dashboards and Visualizations Machine Learning and Analytics Big Data Store Information
More informationIntroduction to Analytics with the PI System
Introduction to Analytics with the PI System Landry Khounlavong, Product Marketing Manager 1 Analytics offer many choices 2 Five considerations before starting with big data 1. Gaps in data collection
More informationIntroduction to analytics in PI System
Introduction to analytics in PI System Landry Khounlavong Product Marketing Manager Intro to PI System Track 01 02 03 04 Landscape Crash Course Asset Monitoring Analytics PI System & the greater technology
More informationThe Power of Asset Framework
WHITEPAPER The Power of Asset Framework BEFORE... AFTER... 02:T101.V GE05_CBCI GE01_DT 409510395_Wind Speed QI-109 GE01_DT Cooling Fan-711.Feed Rate DC.SJ.C1.Z1.R1.Rk05.TopFrontTempaso DM-05:BW.R DC.SJ.C1.Z1.R1.Rk06.S2.O03.PWR
More informationSolving Business Initiatives with the PI System
Solving Business Initiatives with the PI System Mark Knox, Senior Systems Engineer November 2, 2016 Business Impacts: Delivering Value at Enterprise Scale Safety & Security Energy Utilization Process Efficiency
More informationDigital Transformation Journey Martin Otterson Sr. VP of Customer Success. EMEA USERS CONFERENCE 2017 LONDON #OSISOFTUC 2017 OSIsoft, LLC 2
Presented by Digital Transformation Journey Martin Otterson Sr. VP of Customer Success EMEA USERS CONFERENCE 27 LONDON #OSISOFTUC 27 OSIsoft, LLC 2 Our Mission Empower people, industries and communities
More informationAzure ML Data Camp. Ivan Kosyakov MTC Architect, Ph.D. Microsoft Technology Centers Microsoft Technology Centers. Experience the Microsoft Cloud
Microsoft Technology Centers Microsoft Technology Centers Experience the Microsoft Cloud Experience the Microsoft Cloud ML Data Camp Ivan Kosyakov MTC Architect, Ph.D. Top Manager IT Analyst Big Data Strategic
More informationBusiness is being transformed by three trends
Business is being transformed by three trends Big Cloud Intelligence Stay ahead of the curve with Cortana Intelligence Suite Business apps People Custom apps Apps Sensors and devices Cortana Intelligence
More informationOSIsoft Engineering Roadmap
OSIsoft Engineering Roadmap Maximo Moglia Claps Account Manager July 6th, 27 Copyright 27 OSIsoft, LLC Our Vision Our Vision- Reminder 2 Accessing Operational Data 4 Expanding the OSIsoft portfolio of
More informationAzure Data Analytics & Machine Learning Seminar. Daire Cunningham: BI Practice Area Manager
Azure Data Analytics & Machine Learning Seminar Daire Cunningham: BI Practice Area Manager AGENDA 09:00 AM 09:30 AM Registration & Refreshments 09.30AM 10:00 AM 10:00 AM 10:30 AM Welcome & Keynote, Ger
More informationMicrosoft Azure Essentials
Microsoft Azure Essentials Azure Essentials Track Summary Data Analytics Explore the Data Analytics services in Azure to help you analyze both structured and unstructured data. Azure can help with large,
More informationHDInsight - Hadoop for the Commoner Matt Stenzel Data Platform Technical Specialist
HDInsight - Hadoop for the Commoner 10-1-2016 Matt Stenzel Data Platform Technical Specialist SQL Saturday #557 Thank you Sponsors! Please visit the sponsors and enter their end-of-day raffles. Event After
More informationThe next (R)Evolution?
Christian Binder Technical Director Microsoft Technology Center Digital Transformation The next (R)Evolution? Digital Transformation Create Build Digital Transformation Reinvent Build the intelligent cloud
More informationStreaming Analytics, Data Lakes and PI Integrators
Streaming Analytics, Data Lakes and PI Integrators Presented by Matt Ziegler Aaron Loe Conference Theme and Keywords 2 A journey through history 2010 Machine 2014 Learning and IoT 2016 2012 2014 2015 3
More informationMaking Realtime Reporting a Reality
Making Realtime Reporting a Reality Transforming government for greater impact and outcomes Jek De Chavez-Hermida Data Platform Solution Specialist Microsoft Philippines Data Analytics & Intelligence
More informationAdvanced Analytics in Azure
Explore What s Possible. Advanced Analytics in Azure Amie Mason, Practice Lead Data Science & Analytics amiem@attunix.com The Attunix Difference business technology Attunix delivers results at the intersection
More informationSecurity Solutions in Azure
Security Solutions in Azure Dylan de Jong Cloud solution architect Dyjong@Microsoft.com Welk jaar was dit? ADD A FOOTER Welk jaar werd het Microsoft Azure? 4 ADD A FOOTER 10 Jaar + Geleden ADD A FOOTER
More informationThe Importance of good data management and Power BI
The Importance of good data management and Power BI The BI Iceberg Visualising Data is only the tip of the iceberg Data Preparation and provisioning is a complex process Streamlining this process is key
More informationAnalyzing Data with Power BI
Course 20778A: Analyzing Data with Power BI Course Outline Module 1: Introduction to Self-Service BI Solutions Introduces business intelligence (BI) and how to self-serve with BI. Introduction to business
More informationINTRODUCTION TO R FOR DATA SCIENCE WITH R FOR DATA SCIENCE DATA SCIENCE ESSENTIALS INTRODUCTION TO PYTHON FOR DATA SCIENCE. Azure Machine Learning
Data Science Track WITH EXCEL INTRODUCTION TO R FOR DATA SCIENCE PROGRAMMING WITH R FOR DATA SCIENCE APPLIED MACHINE LEARNING SCENARIOS HDInsight Certificate of DATA SCIENCE ORIENTATION QUERYING DATA WITH
More informationInternet de las Cosas. Armando Blanco Especialista IoT / AI
Internet de las Cosas Armando Blanco Especialista IoT / AI armando.blanco@microsoft.com www.linkedin.com/in/jabg53/ 2005 PAPA BENEDICTO XVI 2013 PAPA FRANCISCO Our vision about Internet of Things Things
More informationCourse Content. The main purpose of the course is to give students the ability plan and implement big data workflows on HDInsight.
Course Content Course Description: The main purpose of the course is to give students the ability plan and implement big data workflows on HDInsight. At Course Completion: After competing this course,
More information20775A: Performing Data Engineering on Microsoft HD Insight
20775A: Performing Data Engineering on Microsoft HD Insight Duration: 5 days; Instructor-led Implement Spark Streaming Using the DStream API. Develop Big Data Real-Time Processing Solutions with Apache
More informationEXAMPLE SOLUTIONS Hadoop in Azure HBase as a columnar NoSQL transactional database running on Azure Blobs Storm as a streaming service for near real time processing Hadoop 2.4 support for 100x query gains
More informationTwo offerings which interoperate really well
Microsoft Two offerings which interoperate really well On-premises Cortana Intelligence Suite SQL Server 2016 Cloud IAAS Enterprise PAAS Cloud Storage Service 9 SQL Server 2016: Everything built-in built-in
More informationSQL Server Course Analyzing Data with Power BI Length. Audience. What You'll Learn. Course Outline. 3 days
SQL Server Course - 20778 Analyzing Data with Power BI 2017 Length 3 days Audience The course will likely be attended by SQL Server report creators who are interested in alternative methods of presenting
More information20775: Performing Data Engineering on Microsoft HD Insight
Let s Reach For Excellence! TAN DUC INFORMATION TECHNOLOGY SCHOOL JSC Address: 103 Pasteur, Dist.1, HCMC Tel: 08 38245819; 38239761 Email: traincert@tdt-tanduc.com Website: www.tdt-tanduc.com; www.tanducits.com
More informationCustomer Showcases: The Latest Products and Upcoming Releases
Customer Showcases: The Latest Products and Upcoming Releases Presented by Ray Hall, OSIsoft Brian Caserta, Southwest Power Pool Keith Ward, Qualcomm Brian Faivre, Deschutes Brewery Tim Alexander, Deschutes
More informationMeasure Consume. Store. Data Governance
Collect Process Manage Measure Consume Store Data Governance Big Data Sources (Raw, Unstructured) Azure Machine Learning Business Insights Sensors Devices Intelligent Systems Service Hadoop on Windows
More informationBRINGING AI TO ALL DEVELOPERS
BRINGING AI TO ALL DEVELOPERS Exploring Deep Learning AI Services in the Cloud Tara E. Walker Principal Software Engineer Microsoft @taraw #ITDEVCONNECTIONS ITDEVCONNECTIONS.COM AGENDA WHAT DOES AI MEAN
More information20775A: Performing Data Engineering on Microsoft HD Insight
20775A: Performing Data Engineering on Microsoft HD Insight Course Details Course Code: Duration: Notes: 20775A 5 days This course syllabus should be used to determine whether the course is appropriate
More informationIncorporating Predictive Models for Operational Intelligence
Incorporating Predictive Models for Operational Intelligence Presented by Curt Hertler Partner Solutions Architect, OSIsoft Copyright 2015 OSIsoft, LLC History The only has thing a way new of repeating
More informationDigital transformation is the next industrial revolution
Digital transformation is the next industrial revolution Steam, water, mechanical production equipment Division of labor, electricity, mass production Electronics, IT, automated production Blurring the
More informationPre-Requisites A good understanding of Azure data services A basic knowledge of the Microsoft Windows operating system and its core functionality
[MS20776]: Performing Big Data Engineering on Microsoft Cloud Services Length : 5 days Audience(s) : Data Professionals Level : 300 Technology : SQL Server Delivery Method : Instructor-led (Classroom)
More informationBig data is hard. Top 3 Challenges To Adopting Big Data
Big data is hard Top 3 Challenges To Adopting Big Data Traditionally, analytics have been over pre-defined structures Data characteristics: Sales Questions answered with BI and visualizations: Customer
More informationARCHITECTURES ADVANCED ANALYTICS & IOT. Presented by: Orion Gebremedhin. Marc Lobree. Director of Technology, Data & Analytics
ADVANCED ANALYTICS & IOT ARCHITECTURES Presented by: Orion Gebremedhin Director of Technology, Data & Analytics Marc Lobree National Architect, Advanced Analytics EDW THE RIGHT TOOL FOR THE RIGHT WORKLOAD
More informationMaturing IoT solutions with Microsoft Azure. Glenn Colpaert Azure/IoT Domain
Maturing IoT solutions with Microsoft Azure Glenn Colpaert Azure/IoT Domain Lead @GlennColpaert Who we are 2000 Belgium 2004 France 2013 Portugal 2016 Switzerland 2016 UK 2016 The Netherlands 2017 Malta
More informationIIOT Data Access with the PI System
IIOT Data Access with the PI System Presented by Nathawan H. Systems Engineer Copyright 2017 OSIsoft, LLC PI System data is utilized across the enterprise to solve various business impacts Safety & Security
More informationIndustrial IoT Solution Architecture Design From Connectivity to Data
Industrial IoT Solution Architecture Design From Connectivity to Data Cheryl Hsu Program Manager Strategic Engagement & Industrial IoT, Microsoft IoT Enables a Digital Feedback Loop The benefits are profound
More informationIIoT Data Access with the PI System
IIoT Data Access with the PI System Daniel McGovern November 8 th, 2017 PI System Data is Used Across the Enterprise to Achieve Business Impacting Change Safety & Security Energy Utilization Process Efficiency
More informationADVANCED ANALYTICS & IOT ARCHITECTURES
ADVANCED ANALYTICS & IOT ARCHITECTURES Presented by: Orion Gebremedhin Director of Technology, Data & Analytics Marc Lobree National Architect, Advanced Analytics EDW THE RIGHT TOOL FOR THE RIGHT WORKLOAD
More information20775 Performing Data Engineering on Microsoft HD Insight
Duración del curso: 5 Días Acerca de este curso The main purpose of the course is to give students the ability plan and implement big data workflows on HD. Perfil de público The primary audience for this
More informationYour Big Data to Big Data tools using the family of PI Integrators
1 Your Big Data to Big Data tools using the family of PI Integrators Presented by Martin Bryant Field Service Engineer @osisoft PI Integrators PI Integrator for Business Analytics PI Integrator for Business
More informationBig Data Introduction
Big Data Introduction Who we are Experts At Your Service Over 50 specialists in IT infrastructure Certified, experienced, passionate Based In Switzerland 100% self-financed Swiss company Over CHF8 mio.
More informationData Lake or Data Swamp?
Data Lake or Data Swamp? Keeping the Data Lake from Becoming a Data Swamp. 1 INTRODUCTION Increasingly, businesses of all kinds are beginning to see their data as an important asset that can help make
More informationMaturing IoT solutions with Microsoft Azure
Maturing IoT solutions with Microsoft Azure Event Sponsors Expo Sponsors Expo Light Sponsors steefjan.wiggers@codit.eu +31 653 12 29 57 @SteefJan nl.linkedin.com/in/steefjan The next race Agenda How IoT
More informationAlexander Klein. ETL meets Azure
Alexander Klein ETL meets Azure Thanks to our sponsors: Who am I? Independent BI Consultant > 15 years experience of SQL Server Focus on Microsoft BI Stack & AI & Azure a.klein@consulting-bi.de @SQL_Alex
More informationAnalyzing Data with Power BI
Analyzing Data with Power BI Course 20778B 3 Days Instructor-led, Hands-on Course Description The main purpose of this three-day instructor-led course is to give students a good understanding of data analysis
More informationAzure IoT Suite. Secure device connectivity and management. Data ingestion and command + control. Rich dashboards and visualizations
Azure IoT Suite Secure device connectivity and management Data ingestion and command + control Rich dashboards and visualizations Business workflow integration Move beyond building blocks with pre-configured
More informationAudience Profile The course will likely be attended by SQL Server report creators who are interested in alternative methods of presenting data.
[MS20778]: Analyzing Data with Power BI Length : 3 Days Audience(s) : Information Workers Level : 300 Technology : Power BI Delivery Method : Instructor-led (Classroom) Course Overview The main purpose
More informationBoston Azure Cloud User Group. a journey of a thousand miles begins with a single step
Boston Azure Cloud User Group a journey of a thousand miles begins with a single step 3 Solution Architect at Slalom Boston Business Intelligence User Group Leader I am a bit shy but passionate. BI Architect
More informationJason Virtue Business Intelligence Technical Professional
Jason Virtue Business Intelligence Technical Professional jvirtue@microsoft.com Agenda Microsoft Azure Data Services Azure Cloud Services Azure Machine Learning Azure Service Bus Azure Stream Analytics
More information30 min. Close. Facilitating innovation with IoT. Digital Transformation. Microsoft portfolio for product development
Close Facilitating innovation with IoT Microsoft portfolio for product development 30 min Digital Transformation IoT & analytics in the product lifecycle Data Analytics Cloud Digital Transformation Engage
More informationData Lake Organization A Hadoop Eco-System. Jan Cordtz, Microsoft Denmark Cloud Solution Architect
Data Lake Organization A Hadoop Eco-System Jan Cordtz, Microsoft Denmark jcordtz@microsoft.com Cloud Solution Architect Hyper scale Infrastructure 100+ Datacenters across 42 Regions Worldwide Learn more:
More informationDatabricks Cloud. A Primer
Databricks Cloud A Primer Who is Databricks? Databricks was founded by the team behind Apache Spark, the most active open source project in the big data ecosystem today. Our mission at Databricks is to
More informationREDEFINE BIG DATA. Zvi Brunner CTO. Copyright 2015 EMC Corporation. All rights reserved.
1 REDEFINE BIG DATA Zvi Brunner CTO 2 2020: A NEW DIGITAL WORLD 30B DEVICES 7B PEOPLE Millions OF NEW BUSINESSES Source: Gartner Group, 2014 DIGITIZATION IS ALREADY BEGINNING PRECISION FARMING DRESS THAT
More information: 20776A: Performing Big Data Engineering on Microsoft Cloud Services
Module Title Duration : 20776A: Performing Big Data Engineering on Microsoft Cloud Services : 5 days About this course This five-day instructor-led course describes how to process Big Data using Azure
More informationDesigning Business Intelligence Solutions with Microsoft SQL Server 2014
Designing Business Intelligence Solutions with Microsoft SQL Server 2014 20467D; 5 Days, Instructor-led Course Description This five-day instructor-led course teaches students how to implement self-service
More informationPharmaceutical Industry Polpharma S.A.
Digital Transformation Specialists Pharmaceutical Industry Polpharma S.A. Case study Problem Generic drug production is expensive and time consuming, and requires a lot of specialised equipment. Manufacturers
More informationWhat s new on Azure? Jan Willem Groenenberg
What s new on Azure? Jan Willem Groenenberg Why the cloud? Rapidly setup environments to drive business priorities Scale to meet peak demands Increase daily activities, efficiency and reduced cost. Why
More informationMicrosoft Developer Day
Microsoft Developer Day Dr Graham Williams Microsoft Developer Day Director of Data Science, Pacific Asia, Data Group, Cloud and Enterprise Data Scientists Transform Data into Information Data Scientists
More informationDesigning Business Intelligence Solutions with Microsoft SQL Server 2014 Course Code: 20467D
Designing Business Intelligence Solutions with Microsoft SQL Server 2014 Course Code: 20467D Duration: 5 Days Overview About this course This five-day instructor-led course teaches students how to implement
More informationAzure Offerings for Big data. In Kee Paek Cloud Data Solution Architect Microsoft Korea October. 2016
Azure Offerings for Big data In Kee Paek Cloud Data Solution Architect Microsoft Korea October. 2016 Agenda 1. Integrated Big data Platform - Cortana Intelligent Suite 2. Scalable Machine Learning - R
More informationMICROSOFT AZURE THE CLOUD PLATFORM FOR DIGITAL TRANSFORMATION
MICROSOFT AZURE THE CLOUD PLATFORM FOR DIGITAL TRANSFORMATION G I N A M O N T G O M E R Y, V - T S P, M C S A, M C T S, M C P S R. D I R E C T O R, M I C R O S O F T C L O U D S E R V I C E S S E P T E
More informationWiFi MSFTGUEST msevent439sh
http://aka.ms/aicommunity #Azure #MicrosoftAIJourney Robin.Lester@Microsoft.com WiFi MSFTGUEST msevent439sh 21 st September, 2018 16 th October, 2018 25 th October 2018 6 th November, 2018 7 th November,
More informationaka.ms/ uber-selfies
aka.ms/uber-selfies aka.ms/computing-cancer aka.ms/carnival Security & Management Platform Services Hybrid Cloud Security Center Portal Azure Active Directory Azure AD B2C Multi-Factor Authentication Media
More informationCourse 20467C: Designing Self-Service Business Intelligence and Big Data Solutions
Course 20467C: Designing Self-Service Business Intelligence and Big Data Solutions Length : 5 Days Audience(s) : IT Professionals Level : 300 Technology : Microsoft SQL Server 2014 Delivery Method : Instructor-led
More informationBuilding data-driven applications with SAP Data Hub and Amazon Web Services
Building data-driven applications with SAP Data Hub and Amazon Web Services Dr. Lars Dannecker, Steffen Geissinger September 18 th, 2018 Cross-department disconnect Cross-department disconnect Cross-department
More informationDemocratization of AI with Cognitive Services. Adnan Masood, PhD. UST Global
Democratization of AI with Cognitive Services Adnan Masood, PhD. UST Global Adnan Masood Adnan Masood, Ph.D. is an Artificial Intelligence and Machine Learning researcher, software architect, and Microsoft
More informationMobile:
Email: GaryHope@Microsoft.com Twitter: @GaryHope Mobile: 0827778886 Each chapter has its own style, leadership, and schedule to meet the local members needs and provide a relevant forum so its up to
More informationOSIsoft Super Regional Transform Your World
OSIsoft Super Regional Transform Your World Copyright 208 OSIsoft, LLC OSIsoft Vision & Roadmap Chris Nelson, VP Software Development 2 st August, 208 Copyright 208 OSIsoft, LLC Copyright 208 OSIsoft,
More informationKnowledgeENTERPRISE FAST TRACK YOUR ACCESS TO BIG DATA WITH ANGOSS ADVANCED ANALYTICS ON SPARK. Advanced Analytics on Spark BROCHURE
FAST TRACK YOUR ACCESS TO BIG DATA WITH ANGOSS ADVANCED ANALYTICS ON SPARK Are you drowning in Big Data? Do you lack access to your data? Are you having a hard time managing Big Data processing requirements?
More informationMICROSOFT CERTIFICATION PATH COMPETENCY AREAS Mobility: IT Pro. Core Infrastructure: IT Pro & Developer. Productivity: IT Pro
MICROSOFT CERTIFICATION PATH COMPETENCY AREAS Mobility: IT Pro Core Infrastructure: IT Pro & Developer Productivity: IT Pro Data management & analytics: IT Pro & Developer App Builder: Developer Business
More informationGet Smarter, Data, Faster
Get Smarter, Data, Faster 7.50am 8:00am 8:25am 8:50am 9:15am Welcome SPEAKER Matt Bartley GM Sales and Strategic Partnerships SPEAKER Torrance Mayberry Cloud Solution Architect, Data Platform, AI & IoT,
More informationGuide to Modernize Your Enterprise Data Warehouse How to Migrate to a Hadoop-based Big Data Lake
White Paper Guide to Modernize Your Enterprise Data Warehouse How to Migrate to a Hadoop-based Big Data Lake Motivation for Modernization It is now a well-documented realization among Fortune 500 companies
More informationActionable Insights with PI Integrators
Actionable Insights with PI Integrators Hans Otto Weinhold, Partner Solutions Architect Joy Wang, Product Manager Agenda Introduction to PI Integrators Learn about Integrators and how they add value to
More informationLimitless Creativity in the Cloud
Limitless Creativity in the Cloud (Secure and on Schedule) Michael Krulik, Principal Solutions Specialist, Avid Joel Sloss, Sr. Program Manager, Microsoft Dec. 6, 2017 Emerging Threats Specific/sequential
More informationA World of Data. Raghu Ramakrishnan. CTO for Data, Technical Fellow Microsoft
A World of Data Raghu Ramakrishnan CTO for Data, Technical Fellow Microsoft Content Optimization Agrawal et al., CACM 56(6):92-101 (2013) Content Recommendation on Web Portals Key Features Package Ranker
More informationThe Internet of Things Wind Turbine Predictive Analytics. Fluitec Wind s Tribo-Analytics System Predicting Time-to-Failure
The Internet of Things Wind Turbine Predictive Analytics Fluitec Wind s Tribo-Analytics System Predicting Time-to-Failure Big Data and Tribo-Analytics Today we will see how Fluitec solved real-world challenges
More informationMicrosoft Big Data. Solution Brief
Microsoft Big Data Solution Brief Contents Introduction... 2 The Microsoft Big Data Solution... 3 Key Benefits... 3 Immersive Insight, Wherever You Are... 3 Connecting with the World s Data... 3 Any Data,
More informationBig Data at PennDOT (ISTO DW-BI Team)
Big Data at PennDOT (ISTO DW-BI Team) DW/BI at PennDOT The DW/BI team provides a robust Data Warehouse and Business Intelligence platform (PDIF), and delivers DW-BI solutions and services to the Department.
More informationAnalyzing Data with Power BI (20778)
Analyzing Data with Power BI (20778) Duration: 3 Days Live Course Delivery Price: $1795 MOC On-Demand Price: $895 Discounts: We offer multiple discount options. Click here for more info. Delivery Options:
More informationAZURE HDINSIGHT. Azure Machine Learning Track Marek Chmel
AZURE HDINSIGHT Azure Machine Learning Track Marek Chmel SESSION AGENDA Understanding different scenarios of Hadoop Building an end to end pipeline using HDInsight Using in-memory techniques to analyze
More informationMicrosoft Dynamics 365 and Columbus
Microsoft Dynamics 365 and Columbus Start your cloud journey Cloud services Cloud transformation series If you agree that modern cloud computing is a great way to benefit from innovative, powerful technology
More informationBy 2020, more than half of major new business processes and systems will incorporate some element of the IoT.
Trends in Analytics By 2020, more than half of major new business processes and systems will incorporate some element of the IoT. Gartner Unexpected Implications Arising From the Internet of Things report
More informationPredictive Analytics with Microsoft Azure Machine Learning
Predictive Analytics with Microsoft Azure Machine Danaraj danaraj@outlook.com 8/18/201 5 Agenda Introduction to Machine Introduction to Azure Machine (AML) Demo 2 Predictive Analytics INTRODUCING MACHINE
More informationActionable Insights with PI Integrators
Actionable Insights with PI Integrators Elizabeth Ammarell, Product Manager Joy Wang, Product Manager #OSIsoftUC #PIWorld 28 OSIsoft, LLC Agenda Introduction to PI Integrators Learn about Integrators and
More informationInternet of Things. Point of View. Turn your data into accessible, actionable insights for maximum business value.
Point of View Internet of Things Turn your data into accessible, actionable insights for maximum business value Executive Summary Use a connected ecosystem to create new levels of business value The Internet
More informationEnterprise-Scale MATLAB Applications
Enterprise-Scale Applications Sylvain Lacaze Rory Adams 2018 The MathWorks, Inc. 1 Enterprise Integration Access and Explore Data Preprocess Data Develop Predictive Models Integrate Analytics with Systems
More informationMICROSOFT CERTIFICATION PATH COMPETENCY AREAS Mobility: IT Pro. Cloud platform: IT Pro & Developer. Productivity: IT Pro
MICROSOFT CERTIFICATION PATH COMPETENCY AREAS Mobility: IT Pro Cloud platform: IT Pro & Developer Productivity: IT Pro Data management & analytics: IT Pro & Developer App Builder: Developer Business Applications:
More informationInsights to HDInsight
Insights to HDInsight Why Hadoop in the Cloud? No hardware costs Unlimited Scale Pay for What You Need Deployed in minutes Azure HDInsight Big Data made easy Enterprise Ready Easier and more productive
More informationHPE Flexible Capacity with Microsoft Azure & Azure Stack
HPE Flexible Capacity with Microsoft Azure & Azure Stack The vision behind making Hybrid IT consumption a reality Reuben Melville Version 2.0 Compliance Recent outages of Public Cloud solutions, major
More informationIndustrial Connected Product Solutions
Industrial Connected Product Solutions 1. 2. 3. 4. IoT is impacting businesses worldwide Driving digital transformation across enterprises and industry. Worldwide spending forecast for IoT in 2018. 1 Projected
More informationControl Anything. Gain Insights. Connect Things. Action. 10% of the data on earth will come from IoT by B connected devices by 2020
Connect Things Control Anything Gain Insights Take Action 30B connected devices by 2020 $1.5M average increase in operating income for digitally transformed enterprises 10% of the data on earth will come
More informationAzure. Bruno Kovačić Axilis, Microsoft MVP
Azure Bruno Kovačić Axilis, Microsoft MVP Why the cloud? Game sessions hosted using Azure Hosted using >100,000 Azure Virtual Machines Why the cloud? Rapidly setup environments to drive business priorities
More information