This presentation was recorded at GOTO AI Summit 2021. #GOTOcon #GOTOcph Pouyan Asgharzadeh – Senior machine learning expert & project lead for AI innovation at MHP – A Porsche Company ABSTRACT E-mobility, AI and Machine Learning are currently some of the most important topics in the automobile industry. Dr. Enno Kätelhön and Dr. Pouyan Asgharzadeh focus on the development of Digital Twins with machine learning algorithms. Together they will dive into the processes behind this technology and elaborate on how AI and Machine Learning are applied to e-mobility […] TIMECODES 00:00 Intro 00:32 SAP Asset Management Solutions ( 03:30 Talk intro 05:45 Digital twins 07:44 Enabling technologies 09:22 Machine learning 11:28 The digital twin 13:11 Continuous learning & understanding 15:35 Hybrid modeling approaches 19:02 Advantages of digital twins 19:42 Use case: Digital battery twins 23:26 Outro Rread the full abstract here: RECOMMENDED BOOKS Phil Winder • Reinforcement Learning • Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning • Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow • #DigitalTwins #DigitalBatteryTwins #AI #ML #ArtificialIntelligence #MachineLearning #PouyanAsgharzadeh #Porsche #TWAICE #MHP #SAP #DataScience #Data #Programming #Duality #Clustering #ContinuousImprovement Looking for a unique learning experience? Attend the next [More]
Closing Keynote: Joseph Sirosh, Corporate Vice President of the Cloud AI Platform, Microsoft