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Copyright 2016, Microsoft Corporation

Advanced Analytics and Machine Learning: Examples from other business disciplines.Bill Jacobs – Microsoft Advanced Analytics

Copyright 2016, Microsoft CorporationCopyright 2016, Microsoft Corporation

Regarding Data…“Data is the New Electricity…”

…Joseph Sirosh, Corporate VP, Data Group, Microsoft

“Not so fast… data is more like fuel… fuel for generating knowledge. Statistical analysis is the power plant. Knowledge is the new electricity…”

…An anonymous guy in Joseph’s organization


Systems of Intelligence

Transform your products Engage your customers

Predictive Analytics Transforming Business

Optimize your operations Empower your employees


Capitalizing on a 1.6 trillion $ data dividend

Gains in $ BillionsIDC Data Dividend Study and Survey, N=2,020, April 2014

$235 $158 $456 $674 Product & Service

InnovationCustomer Facing Operations Productivity

Data DividendIncremental Gains Made by Leaders in Data and Analytics


EXAMPLE SOLUTIONSAdvanced Analytics scenarios


Some Examples


Cross-Industry AdoptionRetail & Consumer Products

Healthcare

Financial Services & InsuranceGovernmentManufacturing

€


HealthCare

Fraud Prevention

Care Optimization

Bioinformatics


Transforming Healthcare with IoT and Analytics

https://youtu.be/-wVeHZNn8aU

Dartmouth Hitchcock Portal


Retail & CPG

Execution Optimization

Shrinkage & Loss PreventionCustomer 360 Experience360


Financial Services

Risk Analytics

Fraud Prevention

Customer Experience360


Government

Public Health

Transportation OptimizationRevenue Assurance€


Manufacturing

Predictive MaintenanceSupply Chain OptimizationQuality


The Industrial IoT: A Data Deluge


How are customers using analytics? • customers.microsoft.com


Predictive maintenance

We wanted to go beyond the industry standard of preventative maintenance, to offer predictive and even preemptive maintenance.ANDREAS SCHIERENBECKCEO, ThyssenKrupp Elevator

THYSSENKRUPP WANTED TO BOTH OFFER BETTER CUSTOMER SERVICE AND LOWER THEIR COSTS


IoT Enabling Automotive Manufacturing


What’s new In the World?


Kaizen • Kaizen – “Change for Good” – Toyota 1936

Deming • W. Edward Deming Prize – First Awarded 1951

SQC • Statistical Quality Control – 1970s

SPC • Statistical Process Control - 1980s

6ơ • Six Sigma – 1990s

IoT • IoT - Big Data – Predictive Analytics

Statistics In Manufacturing: Not New.

"PDCA Cycle" by Karn-b - Karn G. Bulsuk (http://www.bulsuk.com). Originally published at http://www.bulsuk.com/2009/02/taking-first-step-with-pdca.html - Own work. Originally developed for Taking the First Step with PDCA. Licensed under CC BY 3.0 via Wikimedia Commons -http://commons.wikimedia.org/wiki/File:PDCA_Cycle.svg#/media/File:PDCA_Cycle.svg


• Burgeoning Data– Volume - Petabyte Repositories, Moving to Exabytes– Rate of Arrival – 10-100 TB / Day– Rate of Response

• Vastly Wide Data (50,000+ Features)– Marketing– Genomic Analyses

• Machine Learning Methods – Rapid Progress– Neural Networks Evolving– Image, Video, Speech Analyses

• Systems & Techniques for Tackling These

What IS New?


Cognitive Services


Bot Framework - www.botframework.com


Meet the Bots… Growing Collection


Summary• Knowledge, not Data is Transforming Business• Burgeoning data is part 1 but predictive analytics is the key• Industries facing similar challenges may prove useful sources

– IoT – methods to deploy and manage very large sensor networks– CRM, Medicine & Biology – methods for analyzing highly dimensional data– Machine Learning – neural networks to automate human-quality inspection– Other Manufacturing Disciplines – best practices for predictive maintenance

• Microsoft as you can see, is “all in” on predictive analytics. Can we help you?


Some Additional Light Reading• The Data Deluge – The Economist -

http://www.economist.com/node/15579717• Dartmouth Hitchcock Healthcare Transformation – Microsoft -

https://blogs.microsoft.com/transform/2015/07/13/dartmouth-hitchcock-ushers-in-a-new-age-of-proactive-personalized-healthcare-using-cortana-analytics-suite/#sm.00001wjr8fp4ghdbkwet7ijbfp8j8

• Check out Kuka’s Automated Manufacuring at: https://www.microsoft.com/en-us/server-cloud/customer-stories/KUKA-robotics.aspx

• Using Big Data in Manufacturing at Intel’s Smart Factories – Intel (April 2016) http://www.intel.com/content/www/us/en/it-management/intel-it-best-practices/using-big-data-in-manufacturing-at-intels-smart-factories-paper.html

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