Prof. Dr. - Ing. Morris Riedel

2020-01-20 Artificial Intelligence Data Analysis School for Heliophysicists Morris Riedel 0

Teaching

Artificial Intelligence Data Analysis School for Heliophysicists

Artificial Intelligence Data Analysis School for Heliophysicists Invited Training Course organized by the EC Project Artificial Intelligence Data Analysis (AIDA) CINECA, Bologna, Italy 2020-01-20 – 2020-01-22 [ EVENT ] Materials [ Lecture 1: Introduction and Differences between AI, ML, NN, and Big Data – Slides ~10.2 MB (pdf) ] [ Lecture 2: Unsupervised Learning – Clustering – Slides ~7.08 MB (pdf) ] [ Lecture 3: Unsupervised Learning – Computing – Slides ~10.2 MB (pdf) ] [ Lecture 4: Supervised Learning – Multi-Class Classification and Generalization – Slides ~8.99 MB (pdf) ] [ Lecture 5: Supervised Learning – Artificial Neural Networks...

Morris Riedel Cloud Computing 0

Research

Cloud Computing

Cloud Computing Gaia-X Cloud Official English Material

Nature Journals Morris Riedel 0

Publications

Nature Journals

Nature Journals Nature Biotechnology Bray, N., Pimentel, H., Melsted, P., Pachter, L.: Near-optimal probabilistic RNA-seq quantification, Nature Biotechnology Vol. 34, pages 525–527, 2016 Abstract: We present kallisto, an RNA-seq quantification program that is two orders of magnitude faster than previous approaches and achieves similar accuracy. Kallisto pseudoaligns reads to a reference, producing a list of transcripts that are compatible with each read while avoiding alignment of individual bases. We use kallisto to analyze 30 million unaligned paired-end RNA-seq reads in

Master of Data Science Morris Riedel 0

Teaching

Master of Data Science

Master of Data Science Existing Programs Online Portal, Master’s in Data Science Portal [ Master’s in Data Science Portal ] Lists many different Master of Data Science Programs and many of those as sponsored and require more Information to receive more Information. Online Master’s Degree in Data Science, Online Master’s Degree in Data Science [ Online Master’s Degree in Data Science ] Adressed to companies: ‘you’ll focus on helping your company solve problems by creating machine learning algorithms to examine and manipulate data’ Drexel’s online data science master’s is a compilation of computer science and information systems. Allows to choose...

UNICORE 6 Recent and Future Advancements 0

Publications

UNICORE 6 Recent and Future Advancements

UNICORE 6 Recent and Future Advancements Streit, A., Bala, P., Beck-Ratzka, A., Benedyczak, K., Bergmann, S., Breu, R., Daivandy, J., Demuth, B., Eifer, A., Giesler, A., Hagemeier, B., Holl, S., Huber, V., Lamla, N., Mallmann, D., Memon, A.S., Memon, M.S., Rambadt, M., Riedel, M., Romberg, M., Schuller, B., Schlauch, T., Schreiber, A., Soddemann, T., Ziegler, W.: UNICORE 6 Recent and Future Advancements, Springer Journal of Annals of Telecommunications, Vol 65 (11-12), 2010 [ JOURNAL ] [ DOI ] [ JUSER ] [ GOOGLE SCHOLAR ] [ RESEARCHGATE ] Abstract: UNICORE is a European Grid Technology with more than 10 years...

Smart Data Analytics Methods for Remote Sensing Applications 0

Publications

Smart Data Analytics Methods for Remote Sensing Applications

Smart Data Analytics Methods for Remote Sensing Applications Cavallaro, G., Riedel, M., Benediktsson, J.A., Goetz, M., Runarsson, T., Jonasson, K., Lippert, T.: Smart Data Analytics Methods for Remote Sensing Applications, in conference proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), July 13-18, 2014, Quebec City, Canada [ EVENT ] [ DOI ] [ JUSER ] [ RESEARCHGATE ] Abstract: The big data analytics approach emerged that can be interpreted as extracting information from large quantities of scientific data in a systematic way. In order to have a more concrete understanding of this term we refer to...

2019-12-13 Introduction To HPC and Quantum Computing for AI Morris Riedel 0

Teaching

Introduction to HPC and Quantum Computing for AI Applications

Introduction to HPC and Quantum Computing for AI Applications Invited Training Course organized by Obuda University and Parallel and Distributed Systems Lab MTA Sztaki, Budapest, Hungary 2019-12-13 Materials [ Overall Lecture: Introduction to HPC and Quantum Computing for AI Applications – Slides ~38.7 MB (pdf) ] Slides available of #HPC #QuantumComputing #QuantumAnnealing @dwavesys for AI Applications training @SZTAKI_LPDS using Modular Supercomputing @fz_juelich @fzj_jsc @helmholtz_ai @helmholtz_de @Haskoli_Islands @uni_iceland @uisens @DEEPprojects.slides: https://t.co/bZsgQ2qqaz.. pic.twitter.com/ze95rTzhwh — Morris Riedel (@MorrisRiedel) December 20, 2019 Sieh dir diesen Beitrag auf Instagram an Slides available of #HPC #QuantumComputing #QuantumAnnealing D-Wave Systems for AI Applications training at MTA Sztaki...

2019-12-02 Collaboration in the Context of Helmholtz Artificial Intelligence Morris Riedel 0

Talks

Collaboration in the Context of Helmholtz Artificial Intelligence

Collaboration in the Context of Helmholtz Artificial Intelligence Workshop for Joint Artificial Intelligence Strategy of Heinrich Heine University Duesseldorf & Forschungszentrum Juelich House of Heinrich Heine University Duesseldorf, Germany 2019-12-02 [ Slides ~11.2 MB (pdf) ] Presenting initial success stories of @helmholtz_ai @helmholtz_de #AI & cooperation at @HHU_de in #AI & #neuroscience with T.Dickscheid @dickscheid & S.Eickhoff @INM7_ISN @fz_juelich @fzj_jsc @DEEPprojects @Haskoli_Islands @uni_iceland @uisens .slides: https://t.co/H8Kh8rx327. pic.twitter.com/cqnrgo21cG — Morris Riedel (@MorrisRiedel) December 10, 2019 Sieh dir diesen Beitrag auf Instagram an Presenting initial success stories of @helmholtz_de #AI & cooperation at @hhubeichten in #AI & #neuroscience with T.Dickscheid & S.Eickhoff...

2019-12-05 Machine and Deep Learning Tutorial Content 0

Teaching

Machine and Deep Learning Tutorial – Using High Performance Computing

Machine and Deep Learning Tutorial – Using High Performance Computing Training Course organized by the ON4OFF Project In-Telegence GmbH, Cologne, Germany 2019-12-05 Materials [ Practical Lecture 1: Short Introduction to UNIX and SSH – Slides ~5.66 MB (pdf) ] [ Practical Lecture 2: Short Introduction to C Programming and Scheduling – Slides ~5.96 MB (pdf) ] [ Practical Lecture 3: Parallel and Scalable Machine and Deep Learning – Slides ~17.3 MB (pdf) ] Slides available of #ON4OFF Project Training on #MachineLearning & #DeepLearning Tutorial using Modular Supercomputing & Discussing next steps @fz_juelich @fzj_jsc @helmholtz_ai @helmholtz_de @Haskoli_Islands @uni_iceland @uisens @DEEPprojects.slides: https://t.co/aluF2oiWUb....

2019-11-20 MHIF Big Data Insights From Federated Data Systems Morris Riedel 0

Talks

Big Data Insights from Federated Data Systems

Big Data Insights from Federated Data Systems Invited Talk MEDICA IT Health Forum MEDICA Leading International Trade Fair, Duesseldorf, Germany 2019-11-20 [ Slides ~4.38 MB (pdf) ] [ Event ] Related Publication Winter, A., Staeubert, S., Ammon, D., Aiche, S., Beyan, O., Bischoff, V., Daumke, P., Decker, S., Funkat, G., Gewehr, J. E., de Greiff, A., Haferkamp, S., Hahn, U., Henkel, A., Kirsten, T., Kloess, T., Lippert, J., Loebe, M., Lowitsch, V., Maassen, O., Maschmann, J., Meister, S., Mikolajczyk, R., Nuechter, M., Pletz, M. W., Rahm, E., Riedel, M., Saleh, K., Schuppert, A., Smers, S., Stollenwerk, A., Uhlig, S., Wendt,...