world of watson data science and machine learning track

Your new home for putting data to workYou won’t want to miss the all-new IBM World of Watson 2016. With a personalized journey just for you, inspiring talks from the world’s greatest minds, and hundreds of immersive cognitive experiences, this will shatter whatever expectations you might have for an IBM event. In addition to the greatest array of cognitive demos and insightful strategy sessions, you’ll also get to realize the power and scope of the latest cognitive solutions that you can integrate into your own business right now.

At World of Watson, you’ll see firsthand how IBM is using Watson to fundamentally transform everything from IoT to commerce to medical care, and you’ll get to explore the most innovative advances in data science, advanced analytics, and so much more.

Conference Highlights• 20,000 attendees• 120 IBM Business Partners• $8,000 worth of training and education

for each attendee• 4 exploratory cognitive keynotes & 12

revolutionary “Innovation Talks”• 1,500+ sessions exploring cognitive,

analytics, IoT, commerce & much more• 500+ IBM clients sharing their real-world

experiences with cognitive solutions• 1 cognitive mobile experience built with

Watson• 200+ hands-on labs and game-changing

certifications• 1 can’t-miss spotlight event featuring

IBM CEO Ginni Rometty

• hhhh

Reasons to attend

5Top• Exciting updates on Data Science

Experience• Grow your skills & learn what’s coming

next• Harness analytics to deliver results• Network with peers, subject matter experts

and industry leaders• Define the next steps to improve, innovate

and grow your business

Data Science @ World of WatsonExplore the many Data Science related presentations and labs at World of Watson. Hear about the one-stop-shop of IBM Data Science Experience which allows teams to collaborate and learn in one place. In addition, learn more about Machine Learning, Apache® Spark™, and a host of other related technology.

Trends & Directions keynote• Conquer the Digital World with a Cloud Analytics

Platform• Put analytics at the heart of your cognitive business

50+ breakout sessions• Hear from Wells Fargo, NSPARC, Blocpower, and

InfoTrellis• Discover the benefits of IBM Data Science

Experience, now in open beta• Learn more about Machine Learning and Apache®

Spark™, and how to use them

20 hands-on labs• Go hands-on with data science notebooks, predictive

analytics & streaming analytics with IBM Data Science Experience, SPSS and IBM Streams to discover the collaborative and learning potential for yourself

• Check out other labs featuring a variety of technologies including machine learning, graph, NoSQL etc.

Cognitive Concourse presence (formerly the Expo) • Hear from IBMers in several Cognitive Concourse

Theatre Sessions• Many interesting activations and demos

ibm.com/wow#ibmwow

Register Now @:http://www.ibm.com/analytics/insight/

The digital business model is creating disruption in nearly every industry as organizations realize the value data offers in understanding the customer, sensing market shifts and innovating faster than the competition.

Join this session to learn how IBM’s next generation data and analytics platform with AI-Powered Decision-Making, helps organizations realize the full promise of data.

Hear how Verizon is leveraging latest data and analytics technology to provide personalized experiences for millions of users. Discover how collaborative workspaces are bringing together data engineers, data scientists, data developers and business analysts, and how machine learning and open source technologies such as Spark, Hadoop, Python are enabling them to work in new, collaborative ways.

Cloud Data & Analytics PlatformTrends & Directions

Conquer the Digital World with a Cloud Analytics Platform

Monday, 10:00 - 10:45Mandalay Bay Ballroom

ibm.com/wow#ibmwow

Join us to learn how analytics are evolving in the cognitive era. This session will highlight IBM’s business and advanced analytics offerings for data science, business intelligence, and self-service smart data discovery.

With today’s rapid pace of business, companies must look at information in new ways to make decisions confidently. Across industries, functions and professions, the ability to make sense of data is fundamental to compete in a time of disruptors and disruptions.

IBM Cognos Analytics, Watson Analytics, Watson Analytics for Social Media, SPSS and the Data Science Experience are helping to solve challenges and change the way organizations like yours deliver collaborative analytic experiences to every knowledge seeker.

Advanced Analytics Trends & Directions

Put analytics at the heart of your cognitive business

Monday, 11:00 - 11:45South Seas Ballroom

ibm.com/wow#ibmwow

Data Science Meetup

Rí Rá Las Vegas – The Shoppes at Mandalay Bay

Monday, 5:00 – 6:30

Join us for a meetup at Rí Rá Las Vegas for a meet and greet with Hillary Mason, a keynote speaker at Insight @ WoW. We will feature a short talk on a new open source Python library for Jupyter notebooks called Pixiedust. It lets you use Scala code in your Python notebook and also makes it easier to visualize data by wrapping matplotlib within a display function that does the hard work for you.

ibm.com/wow#ibmwow

Cognitive ConcourseHere is where the cognitive era comes to life. It’s innovation you can touch –

tangible experiences that will inspire, surprise and delight.

ibm.com/insight #ibminsight

Monday, October248:00 AM – 7:30 PM - Open 5:30 PM – 7:30 PM - Welcome Reception – Cognitive Concourse

Tuesday, October 258:00 AM – 7:00 PM: Open8:00 AM – 1:00 PM: Open for Satellite viewing1:00 PM – 7:00 PM: Fully Staffed5:30 PM – 7:00 PM: Reception – Cognitive Concourse

Wednesday, October 268:00 AM – 5:00 PM: Open8:00 AM – 11:00 AM: Fully Staffed11:00 AM – 3:00 PM: Open for Satellite viewing3:00 PM – 5:00 PM: Fully Staffed

Cognitive Concourse Hours:

What else is there to see?

•Cognitive Operations •Cognitive Regulatory Response•Cognitive Intelligence •Cognitive Planning •Cognitive Bakery•Cognitive Cosmetics•Cognitive Cuisine •Cognitive Wellness •Cognitive Customer Engagements

Monetizing Data Transforming Industries Reimagining Professions Redefining Development

4 Zones in the Cognitive Concourse

ibm.com/wow#analyticsforall #ibmwow

Find us in the Monetizing Data Zone

Cognitive Energy: Explore how BlocPower, an energy innovator in New York City, is using Data Science to develop clean energy projects in American inner cities.

Cognitive ConcourseHere is where the cognitive era comes to life. It’s innovation you can touch –

tangible experiences that will inspire, surprise and delight.

ibm.com/insight #ibminsight

Monday, October248:00 AM – 7:30 PM - Open 5:30 PM – 7:30 PM - Welcome Reception – Cognitive

Concourse

Tuesday, October 258:00 AM – 7:00 PM: Open8:00 AM – 1:00 PM: Open for Satellite viewing1:00 PM – 7:00 PM: Fully Staffed5:30 PM – 7:00 PM: Reception – Cognitive Concourse

Wednesday, October 268:00 AM – 5:00 PM: Open8:00 AM – 11:00 AM: Fully Staffed

11:00 AM – 3:00 PM: Open for Satellite viewing3:00 PM – 5:00 PM: Fully Staffed

Cognitive Concourse Hours:

What else is there to see?

•Cognitive Operations •Cognitive Regulatory Response•Cognitive Intelligence •Cognitive Planning •Cognitive Energy •Cognitive Cosmetics•Cognitive Cuisine •Cognitive Wellness •Cognitive Customer Engagements

Monetizing Data Transforming Industries Reimagining Professions Redefining Development

4 Zones in the Cognitive Concourse

ibm.com/wow#analyticsforall #ibmwow

Find us in the Monetizing Data Zone

The Cognitive Bakery: Come see how data is delicious in the Cognitive Bakery. See how weather impacts production and sales in real time.

Data Science / Spark / Machine Learning Breakout Sessions

Monday, October 24

08:00AM-08:45AM

ALY-3288 DriveTime:UsingMachineLearningonReal-TimeTrafficDatatoEaseCongestion

MandalayBaySouthPacificD

10:00AM-10:45AM

ALY-3049 HowIBMDataScienceExperienceFitsIntoYourAnalyticsTeam

MandalayBaySouthPacificH

11:00AM-11:45AM

ALY-2020 InsightOps:TheRoadtoaCollaborativeSelf-ServiceModel


12:00PM-12:45PM

ALY-1022 FromDatatoDisruption:InnovatingwithDigitalIntelligence:AnHBRandIBMPerspective

MandalayBayPalmH

12:00PM-12:45PM

IDS-1985 IPBlacklistingwithSparkStreamingandMachineLearningatWellsFargo

MandalayBayIslanderH

12:00PM-12:45PM

ALY-3085 DigitalPartnerships:KeytoAcceleratingintheAgeofCognitiveComputing


01:00PM-01:45PM

ALY-3558 TheClashoftheTitans:ThisGenerationVersustheNewGenerationofDataScientists

MandalayBayMicroTheaterLevel2

02:00PM-02:45PM

ALY-3504 WhenIs3DNot3D?:ImmersiveDataVisualizationwithApacheSpark


05:00PM-05:45PM

ALY-1565 TurbochargingExistingAMLMonitoringthroughCognitiveEnhancements

MandalayBayBreakersH

ibm.com/wow#ibmwow


Tuesday, October 25

01:00PM-01:45PM

ALY-2954 HowWeUseDataScienceExperiencetoAnalyzeDataScienceExperience


04:00PM-04:45PM

ALY-3297 WhytheDataScienceProfessionalBenefitsfromUsingApacheSpark


05:00PM-05:45PM

ALY-3309 FuelaCognitiveBusinessTransformationwithIBMBigDataAnalytics

MandalayBaySouthPacificC

05:00PM-05:45PM

ALY-3540 Let’sDoSomeGraphComputingonaPythonNotebookwithGraphX andGraphFrames


ibm.com/wow#ibmwow

Wednesday, October 26

09:00AM-09:45AM

ALY-1595 MachineLearning:MakeitEasy,MakeitEnterprise MandalayBaySouthPacificH

04:00PM-04:45PM

ALY-2951 FingerprintsofTrafficking:UsingSparktoDetectFraudinPublicFoodAssistancePrograms



Thursday, October 27

09:00AM-09:45AM

ALY-3079 BlocPowerUsesIBMDataScienceExperiencetoModelEnergyConsumption


10:00AM-10:45AM

ALY-3049 HowIBMDataScienceExperienceFitsIntoYourAnalyticsTeam


11:00AM-11:45AM

ALY-3310 DataScienceMadeEasyWithIBM:AUserPanelDiscussion

MandalayBayPalmH

12:00PM-12:45PM

ALY-2237 UsingSparkforDeep,Real-TimeCustomerIntelligence MandalayBaySouthPacificH

02:00PM-02:45PM

ALY-2163 FederatedAnalyticsWithApacheSparkintheEnterprise MandalayBaySouthPacificH

ibm.com/wow#ibmwow

08:30AM-11:00AM

ALY-2926 IBMDataScienceExperienceHands-OnIntroduction MandalayBayBaysideF- 04

12:30PM-03:00PM

ALY-1718 SolveaBigDataDudesMysterywithOpenSource MandalayBayBaysideF- 10

12:30PM-03:00PM

ALY-2723 AdvancedAnalyticsinIBMdashDB forDevelopers MandalayBayBaysideF- 11

12:30PM-03:00PM

ALY-3285 Hands-OnIntroductiontoApacheSparkMachineLearning MandalayBayBaysideF- 14

04:00PM-06:30PM

ALY-2941 IBMDataScienceExperienceAdvancedWorkflowfromNotebookstoRStudio

MandalayBayBaysideF- 13

Data Science / Spark / Machine Learning Hands-on LabsAll in Mandalay Bay South Level 1, Bayside F

Monday, October 24

ibm.com/wow#ibmwow

04:00PM-06:30PM

ALY-1638 Buildingaword2vecModelwithTwitterDataUsingtheIBMDataScienceExperience


04:00PM-06:30PM

ALY-1761 SeeIBMCloudant GeospatialinAction MandalayBayBaysideF- 05

04:00PM-06:30PM

ALY-3029 FromLabtoProduction:ScaleUpYourDataSciencewithIBMDataScienceExperience


Tuesday, October 25

Wednesday, October 2609:00AM-11:30AM

ALY-1783 ExperienceIBMGraphinAction MandalayBayBaysideF- 05

09:00AM-11:30AM

ALY-2926 IBMDataScienceExperienceHands-OnIntroduction MandalayBayBaysideF- 04

09:00AM-11:30AM

ALY-3281 Hands-OnIntroductiontoApacheSpark MandalayBayBaysideF- 11

Thursday, October 2709:00AM-11:30AM

ALY-1865 SparkforCloudant Analytics MandalayBayBaysideF- 06

Data Science / Spark / Machine Learning Cognitive Concourse Theater SessionsMonday, October 24

02:00PM-02:20PM

ALY-1833 DoesOpenSourceScale?CognitiveLessonsLearnedatTheNielsenCompany

TransformingIndustriesBooth#726

02:30PM-02:50PM

ALY-3998 TheHumanElementofMachineLearning MonetizingDataBooth#465

04:00PM-04:20PM

ALY-3995 UpClosewithIBMDataScienceExperience MonetizingDataBooth#465

06:00PM-06:20PM

ALY-1610 IBMDataScienceExperience:AnEasy-to-Use,UniversalPlatformforDataScientiststoCollaborate

MonetizingDataBooth#567

ibm.com/wow#ibmwow

Tuesday , October 25

02:00PM-02:20PM

ALY-1631 IgnitingSparkMachineLearningwithOptimizedSQLforHighPerformanceandScale

MonetizingDataBooth#567

02:30PM-02:50PM

ALY-2080 SmartCityTransportationPlanningUsingSpark TransformingIndustriesBooth#726

03:00PM-03:20PM

ALY-2168 Brunel:AnOpenSourceDataVisualizationLanguageforDataScientists

MonetizingDataTheaterBooth#567

04:30PM-04:50PM

ALY-1689 MakingYourDataScienceProjectSuccessful:MythstoDisregardandTipsforSuccess

ReimaginingProfessionsBooth#136

04:30PM-04:50PM

ALY-3804 PickandMixStreamingAnalyticswithPython,Java,ScalaandSPL!

RedefiningDevelopmentBooth#957


08:00AM-08:20AM

ALY-3792 KafkaandStreamProcessing:TakingAnalyticsReal-Time


08:30AM-08:50AM

ALY-1636 ACognitiveApproachtoRecognizeEntitiesinDataSetsUsingTheDataScienceExperience

ReimaginingProfessionsBooth#136

09:30AM-11:00AM

ALY-3809 DeepLearning-Based,Real-TimeAnomalyDetectiononBearingVibrationswithApacheSpark

RedefiningDevelopmentAMAStation2

04:00PM-04:20PM

ALY-2089 SmartCityWaterSupplySystem:AutomaticDetectionofProblemsGoesCognitive

TransformingIndustriesBooth#726

Predictive Analytics Breakout Sessions

Monday, October 24

09:00AM-09:45AM ALY-1023

CreatingaDataScienceProgramfromtheGroundUpwithIBMDataandAnalytics


10:00AM-10:45AM ALY-2689

USAAScalesDataScienceandPredictiveAnalyticsforEnterpriseDecisioning


11:00AM-11:45AM ALY-1508

NAPAAutoPartsBuildsBetterAssortmentswithPredictiveAnalytics


11:00AM-11:45AM ALY-1675

MaximizingYourBottomLinewithPrescriptiveAnalytics:AnIntroduction

MandalayBaySouthPacificC

02:00PM-02:45PM ALY-2149 What'sNewinSPSSStatistics


03:00PM-03:45PM ALY-1693 IBMSPSSintheCognitiveEra


04:00PM-04:45PM ALY-2377

UsingRandPythoninIBMSPSSModelertoCreateCognitiveBusinessSolutions


05:00PM-05:45PM ALY-1162

HowtoCombatCashRegisterFraudinRetailinFiveDays

MandalayBayIslanderE

ibm.com/wow#ibmwow


Tuesday, October 25

01:00PM-01:45PM ALY-1237 FightingCrimewithSPSSandWeatherData


03:00PM-03:45PM ALY-1389

LayingtheFoundationforEfficiency:ImprovingManufacturingwithIBMSPSSandWatsonAnalytics


04:00PM-04:45PM ALY-1221

Next-LevelDemandManagementwithIBMAnalyticsatBrazil’sBiggestCosmeticsFranchisor


ibm.com/wow#ibmwow


09:00AM-09:45AM ALY-2976

HowCoca-ColaRefreshedItsEmployeeRetentionStrategywithIBMSPSS


10:00AM-10:45AM ALY-2108

TheCardPaymentFraudCase:AReal-TimeAnalyticsDetectiveStory


11:00AM-11:45AM ALY-3587

Panel:What'sNewinPredictiveandPrescriptiveAnalyticsintheCloud

MandalayBayPalmH

04:00PM-04:45PM ALY-3694

Long-TermPredictionofSparePartsDemandatVolkswagen



Thursday, October 27

08:00AM-08:45AM ALY-3189

UnderstandHowtoArchitectIBMBigInsightandSPSSinanIBMCloudEnvironment


10:00AM-10:45AM ALY-1693 IBMSPSSintheCognitiveEra


11:00AM-11:45AM ALY-2619

WithIBMAdvancedAnalytics,ContinentalTireZoomsAheadoftheCompetition


12:00PM-12:45PM ALY-1176

XaaSSurvivalMode:TurnCustomerChurnintoReturnWithSPSS


01:00PM-01:45PM ALY-1114

ModelStudents:HowIBMSPSSStatisticsImprovedDecision-MakinginEducation


02:00PM-02:45PM ALY-2157

IntegrateWatson,R,andPythonwithIBMSPSSUsingExtensions


ibm.com/wow#ibmwow

08:30AM-11:00AM ALY-1118

IntotheStorm:ExtractingWeatherDataandPuttingIttoUseforYourBusiness

08:30AM-11:00AM ALY-1763

UsingIBMSPSSStatisticsandtheRProgrammingLanguageTogether

04:00PM-06:30PM ALY-1936

DeployingIBMSPSSModelerStreamsforScoringwithinIBMPredictiveCustomerIntelligence

Predictive Analytics Hands-on LabsAll in Mandalay Bay South Level 1, Bayside F

Monday, October 24

ibm.com/wow#ibmwow

12:30PM-03:00PM ALY-1752 PredictiveModelingwithoutaPh.D.

Tuesday, October 25

Wednesday, October 2609:00AM-11:30AM ALY-1752 PredictiveModelingwithoutaPh.D.09:00AM-11:30AM ALY-1840 IBMAnalytics:ThePortfolioinAction

Predictive Analytics Cognitive Concourse Theater SessionsMonday, October 24

03:00PM-03:20PM

ALY-3996 Predictivein(LessThan)20Minutes Monetizing Data

03:30PM-03:50PM

ALY-3997 ExpertExchange:DataScienceBestPractices(CRISP-DM)

Monetizing Data

ibm.com/wow#ibmwow


03:30 –03:50 PM

ALY - 2709 Let’s Talk About the Weather: Predictive Analytics Uncover the Impact of Climate Events

Transforming Industries

04:30 –04:50 PM

ALY - 1689 Making Your Data Science Project Successful: Myths to Disregard and Tips for Success

Reimagining Professions

11:00 AM –11:45 AM

1675A Maximizing Your Bottom Line with Prescriptive Analytics: An Introduction

South Pacific C

12:30 PM -12:45 PM

3085A Digital Partnerships: Key to Accelerating in the Age of Cognitive Computing

South Pacific D

Prescriptive Analytics Breakout Sessions

Monday, October 24

ibm.com/wow#ibmwow

05:00 PM -05:45 PM

3091A Paper Thin: Production Planning and Scheduling Transformation at WestRock

South Pacific D

Tuesday, October 25

Thursday, October 2709:00 AM -09:45 AM

2302A Strategy and Operations in Overdrive: Analytics and Decision Optimization at Ford

South Pacific D

11:00 AM -11:45 PM

2619A With IBM Advanced Analytics, Continental Tire Zooms Ahead of the Competition

South Pacific H

Predictive Forecasting and Optimization How does a sales organization allocate territories to sellers in a way that maximizes expected revenue and sales quota attainment? See how constraint based optimization and advanced forecasting techniques can be visualized for usage by planners and decision-marker

Prescriptive Analytics Demos

Cognitive Concourse Demo

ibm.com/wow#ibmwow

IBM Decision Optimization Maximize KPIs and Accelerate Results with Optimized Planning

Demo Room

8:00AM–8:45AM

1632A Real-TimeAnalyticsforFastDataandIoTwithBusinessRules,PythonandAdvancedAnalytics

SouthPacificH

11:00AM–11:45AM

1384A LinearRoadStreamingBenchmark:PavingWaysforHigh-PerformanceAnalyticsandInsightsatWalmart

IslanderD

3:00PM–3:45PM

2126A CognitiveDiabeticManagement:HowMedtronicandIBMCreatedtheSugar.IQApp

SouthPacificA

4:00PM–4:45PM

1951A UseStreamingAnalyticstoGettheScoop—BeforeIt'sNews

SouthPacificH

Streaming Analytics Breakout Sessions

Monday, October 24

ibm.com/wow#ibmwow

1:00PM–1:45PM

2829A CognitiveIoTApplicationsRequireReal-TimeStreamingandMachineLearning

IslanderE

3:00PM–3:45PM

2694A Children'sHospitalofPhiladelphia:ImprovingHealthcareforChildrenwithStreamingAnalytics

SouthPacificH

Tuesday, October 25

Thursday, October 278:00AM–8:45AM

1079A ApacheSparkandIBMStreamsWorkingTogetherinStreamingAnalytics

SouthPacificH

1:00PM–1:45PM

3671A Cerner'sReal-TimePerformanceMonitoringofCriticalHealthcareSystemsUsingIBMStreams

SouthPacificH

8:00AM–8:45AM

1881A VerizonWirelessonWhat'sHotandWhat'sCoolinStreamComputing:EmergingTrendsYouNeedtoKnow

MicroTheaterLevel2


4:00PM–6:30PM

1932A READ:Real-TimeVisualizationsforAPIsandStreams BaysideF- 07

Streaming Analytics Hands-on LabsAll in Mandalay Bay South Level 1, Bayside F

Monday, October 24

ibm.com/wow#ibmwow

12:30PM–3:00PM

2956A IntroductiontoStreamComputing:ExploringIBMStreams

BaysideF- 13

Tuesday, October 25

Streaming Analytics Cognitive Concourse Theater SessionsMonday, October 24

1:00PM–3:00PM

3794B AskMeAnything:Real-TimeAnalyticsandStreamComputing


6:00PM–6:20PM

3800A IoTDeviceEventstoStreamingAnalyticsin15MinuteswithBluemix


ibm.com/wow#ibmwow


4:30PM–4:50PM

3804A PickandMixStreamingAnalyticswithPython,Java,ScalaandSPL!


8:00AM–8:20AM

3792A KafkaandStreamProcessing:TakingAnalyticsReal-Time


Wednesday , October 26

9:30AM–11:00AM

3781A WaterConservationusingApacheEdgent,StreamingAnalyticsandWeatherCompanyData


Real Time Analytics for IoT - Capture and analyze data in motion

Sensors are everywhere, spitting out streams of data. Wireless networks are becoming ubiquitous. With real time analytics, you can monitor what's happening in the world and use resources more efficiently. Plus, you can get even greater efficiencies running on the cloud.

Streaming Analytics Demos

IBM Streams @ Demo Room

ibm.com/wow#ibmwow

IBM Decision Optimization Roskilde is planned as a "secondary activation" in the Business Analyst area of the Monetizing Data zone.

IBM Streams @ Experience Concourse

Watson Analytics Social Media Guide: Follow & Engage

ibm.com/wow#ibmwow

@IBMDataScienceConnect via any of these hashtags: • #IBMDSX• #MachineLearning• #DataScience• #ibmwow

https://www.facebook.com/IBMDataScience/

Tweets you can use:

Analytics-specific

• Master the art of data science with #IBMDSX. Find out how at #ibmwow• Learn more at #ibmwow about # IBMDSX. Now in open beta!• Discover how # IBMDSX can help you learn, create, and collaborate at #ibmwow

Ginni Rometty keynote speaker related:

• Welcome to your ultimate #cognitive experience. Hear from Chairman & CEO Ginni Rometty at #ibmwow!

• "This era will redefine the relationship between man & machine." Don't miss Chairman & CEO Ginni Rometty at #ibmwow!

• “This is an era of systems you do not program." Don't miss IBM CEO Ginni Rometty at #ibmwow.

YouTube Playlist

https://www.linkedin.com/company/ibm-data-science