Seeberg, Peter

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Sächsische Landesbibliothek - Staats- und Universitätsbibliothek Dresden (SLUB): Qucosa

Industrie 4.0 –Revolution durch maschinelles LernenPeter SeebergBerlin24.10.2018Copyright © 2018 Softing Industrial. All rights reserved. 2Copyright © 2018 Softing Industrial. All rights reserved. 3©  Goog le, 2 01 6Copyright © 2018 Softing Industrial. All rights reserved. 4Copyright © 2018 Softing Industrial. All rights reserved. 5©  I nt el ,  2 01 7Copyright © 2018 Softing Industrial. All rights reserved. 6©  P et er  S eeb er g, 2 01 81 0( X) Tr ans is tor s( Moor e‘ s L aw)1 0( X) By te sCopyright © 2018 Softing Industrial. All rights reserved. 7Algorithm DecisionData©  P et er  S eeb er g, 2 01 6Copyright © 2018 Softing Industrial. All rights reserved. 8Algorithm DecisionData©  P et er  S eeb er g, 2 01 6Copyright © 2018 Softing Industrial. All rights reserved. 9Copyright © 2018 Softing Industrial. All rights reserved. 10©  Mat t  We inb er ge r/ Bus ine ss  I ns id er , 2 01 7Copyright © 2018 Softing Industrial. All rights reserved. 11©  Mat t  We inb er ge r/ Bus ine ss  I ns id er , 2 01 7Copyright © 2018 Softing Industrial. All rights reserved. 12„MittlerweilekönnemandanktechnischerAnwendungenwieSkypedierichtigenÜbersetzerzuschalten.“© Google, 2016©  J anos ch  Del ck er , E rns t Di ck manns , 2 01 8©  Rei nh ol d B eh ri ng er , 2 01 8©  Rei nh ol d B eh ri ng er , 2 01 8Copyright © 2018 Softing Industrial. All rights reserved. 13„MittlerweilekönnemandanktechnischerAnwendungenwieSkypedierichtigenÜbersetzerzuschalten.“©  S ep p Hoc hr ei t er , J ür gen S ch mi dh ub er , 1 99 7, F el i x Ger s,  2 00 0LSTMCopyright © 2018 Softing Industrial. All rights reserved. 14© Cornell University, Pranav Rajpurkar et all, 2017Copyright © 2018 Softing Industrial. All rights reserved. 15©  A nd rew Ng , 2 01 7Copyright © 2018 Softing Industrial. All rights reserved. 16Statistics…………Data Mining….Machine Learning©  Gar t ner  Gr oup , 2 01 3DescribingAnalyticsDiagnosticAnalyticsForward-lookingAnalyticsPrescriptiveAnalyticsWhathappened?Why did ithappen?What willhappen?What to do?Copyright © 2018 Softing Industrial. All rights reserved. 17Artificial Intelligence**Data Science*In 1959 Arthur Samuel defined machine learning as a "Field of study that gives computers the ability to learn without being explicitly programmed”Machine Learning*Neural NetsDeep Learning StatisticsData MiningData EngineeringSoftware EngineeringNarrow AIGeneral AI**In 1956 The Dartmouth College summer AI conference is organized by John McCarthy, Marvin Minsky, Nathan Rochester and Claude Shannon.Copyright © 2018 Softing Industrial. All rights reserved. 18„MittlerweilekönnemandanktechnischerAnwendungenwieSkypedierichtigenÜbersetzerzuschalten.““company’s mission is “for us to be able to turn every industry into an AI-first industry”“transition to AI and Machine Learning”“How Amazon Has Reorganized Around Artificial Intelligence And Machine Learning”“wants to dominate in AI and machine learning”“Apple hires Google’s former AI boss to help improve Siri”Copyright © 2018 Softing Industrial. All rights reserved. 19Copyright © 2018 Softing Industrial. All rights reserved. 20https://sud.vdma.org/viewer/-/v2article/render/26018603Copyright © 2018 Softing Industrial. All rights reserved. 21©  Goog le, 2 01 6Copyright © 2018 Softing Industrial. All rights reserved. 22„I choose to introduce ML / AI in 5 years. Not because it is easy but because there is no other way, my company can survive and continue to be successfull.“  Peter SeebergBerlin24.10.2018Peter SeebergBusiness Development ManagerIndustrial Data IntelligenceSofting Industrial Automation GmbH0151 – 1749 8159peter.seeberg@softing.comwww.industrial-data-intelligence.de/@SoftingIDI

Industrie 4.0 - Revolution durch Maschinelles Lernen

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Industrie 4.0 - Revolution durch Maschinelles Lernen

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Sächsische Landesbibliothek - Staats- und Universitätsbibliothek Dresden (SLUB): Qucosa