Lectures

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2018-06-05
16:43
OpenAccess [FZJ-2018-03335] Lecture (Other)
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Parallel and Scalable Machine Learning
Lecture at (Jülich, Germany), 6 Mar 2018 - 8 Mar 20182018-03-062018-03-08
The course offers basics of analyzing data with machine learning and data mining algorithms in order to understand foundations of learning from large quantities of data. This course is especially oriented towards beginners that have no previous knowledge of machine learning techniques. [...]
OpenAccess: Parallel-and-Scalable-Machine-Learning-5-Supervised-Classification-and-Learning-Theory-Basics-v1 - Download fulltextPDF Download fulltextPDF (PDFA); Parallel-and-Scalable-Machine-Learning-6-Classification-Applications-Challenges-and-Solutions-v1 - Download fulltextPDF Download fulltextPDF (PDFA); Parallel-and-Scalable-Machine-Learning-2-DEEP-Projects-and-Parallel-Computing-Basics-v1 - Download fulltextPDF Download fulltextPDF (PDFA); Parallel-and-Scalable-Machine-Learning-1-Introduction-to-Machine-Learning-Fundamentals-v1 - Download fulltextPDF Download fulltextPDF (PDFA); Parallel-and-Scalable-Machine-Learning-8-Practicals-with-SVMs-v1 - Download fulltextPDF Download fulltextPDF (PDFA); Parallel-and-Scalable-Machine-Learning-3-Unsupervised-Clustering-and-Applications-v1 - Download fulltextPDF Download fulltextPDF (PDFA); Parallel-and-Scalable-Machine-Learning-4-Unsupervised-Clustering-Challenges-and-Solutions-v1 - Download fulltextPDF Download fulltextPDF (PDFA); Parallel-and-Scalable-Machine-Learning-12-Parallelization-Benefits-and-Cross-Validation-Practicals-v1 - Download fulltextPDF Download fulltextPDF (PDFA); Parallel-and-Scalable-Machine-Learning-7-Support-Vector-Machines-and-Kernel-Methods-v1 - Download fulltextPDF Download fulltextPDF (PDFA); Parallel-and-Scalable-Machine-Learning-9-Validation-and-Regularization-Techniques-v1 - Download fulltextPDF Download fulltextPDF (PDFA); Parallel-and-Scalable-Machine-Learning-10-Practicals-with-Validation-and-Regularization-v1 - Download fulltextPDF Download fulltextPDF (PDFA); Parallel-and-Scalable-Machine-Learning-11-Deep-Learning-Introduction-v2 - Download fulltextPDF Download fulltextPDF (PDFA);

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2018-04-26
10:20
OpenAccess [FZJ-2018-02665] Lecture (Invited)

Scalable I/O for parallel access to task-local files with SIONlib
Lecture at PRACE training course: Parallel I/O & Libraries (Ostrava, Czech Republic), 23 Mar 2018 - 23 Mar 20182018-03-232018-03-23
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2018-04-26
10:17
OpenAccess [FZJ-2018-02664] Lecture (Invited)

Parallel I/O strategies
Lecture at PRACE training course: Parallel I/O & Libraries (Ostrava, Czech Republic), 22 Mar 2018 - 22 Mar 20182018-03-222018-03-22
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2018-04-09
09:38
[FZJ-2018-02260] Lecture (Invited)

Aktuelle Modellierungsergebnisse zur pH-gradienten-Chromatographie
Lecture at 14th International PhD-Seminar on Chromatography and Separation Science (Burghausen, Germany), 18 Mar 2018 - 21 Mar 20182018-03-182018-03-21

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2018-03-29
12:46
[FZJ-2018-02167] Lecture (Other)

Kognitive und klinische Aspekte der Apraxie
Lecture at RWTH Aachen University (Aachen), 2 May 2018 - 2 May 20182018-05-022018-05-02

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2018-03-22
12:15
[FZJ-2018-02039] Lecture (Invited)

From local to large-scale spiking models of the cerebral cortex
Lecture at EITN Spring School (Paris, France), 22 Mar 2018 - 22 Mar 20182018-03-222018-03-22

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2018-03-19
15:05
[FZJ-2018-01986] Lecture (Invited)

Nuclear lattice simulations: An introduction
Lecture at JOINT FGZ-PH Summer School on Methods of Effective Field Theory & Lattice Field Theory (TU Munich, Germany), 26 Jun 2017 - 7 Jul 20172017-06-262017-07-07

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2018-03-14
14:16
[FZJ-2018-01896] Lecture (Invited)

Reproducible Analysis of Activity Data
Lecture at Advanced Data Analysis Course (Jülich-Barmen, Germany), 28 Feb 2018 - 28 Feb 20182018-02-282018-02-28

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2018-01-31
14:23
[FZJ-2018-01019] Lecture (Invited)

Spatio-temporal single-cell analysis in picoliter reactors
Lecture at Advanced Course "Microbial Physiology and Fermentation Technology (Delft, The Netherlands), 24 Jan 2018 - 26 Jan 20182018-01-242018-01-26

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2018-01-31
09:43
OpenAccess [FZJ-2018-00983] Lecture (Other)

Batch Usage on JURECA - Introduction to Slurm
Lecture at Tutorial im Rahmen des Trainingsprogramms 2017 im Forschungszentrum Jülich (Jülich, Germany), 23 Nov 2017 - 24 Nov 20172017-11-232017-11-24
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