A deep dive into the mathematics of Machine Learning
Crash course on Machine Learning
Keywords: machine learning
Resource type: slides
A deep dive into the mathematics of Machine Learning
https://indico.desy.de/event/33127/contributions/117087/attachments/71317/91043/user_meeting_ml_intro_jan_2022.pdf
https://pan-training.eu/materials/a-deep-dive-into-the-mathematics-of-machine-learning
Crash course on Machine Learning
machine learning
research data scientist
masters students
PhD students
Jupyter notebooks on Machine Learning for scientific data analysis
Jupyter Notebooks serving as supplementary material for a tutorial on Machine Learning, originally presented at the 2022 European XFEL user meeting.
Resource type: jupyter notebook
Jupyter notebooks on Machine Learning for scientific data analysis
https://git.xfel.eu/danilo/ml-tutorial
https://pan-training.eu/materials/jupyter-notebooks-on-machine-learning-for-scientific-data-analysis
Jupyter Notebooks serving as supplementary material for a tutorial on Machine Learning, originally presented at the 2022 European XFEL user meeting.
research data scientist
PhD students
masters students
RDMO - Research Data Management Organiser
A tool to support the planning, implementation, and organisation of research data management.
Keywords: FAIR, DMP
Resource type: tool
RDMO - Research Data Management Organiser
https://rdmo.aip.de/
https://pan-training.eu/materials/rdmo-research-data-management-organiser
A tool to support the planning, implementation, and organisation of research data management.
FAIR, DMP
data curator
research data scientist
research data engineer
instrument scientist
PaN users
Learning pack: The synchrotron and its lights
The machine and beamlines, optical devices, magnetism vacuum and information about the analytic techniques applied on a synchrotron and through examples of studies carried out at the synchrotron SOLEIL.
Scientific topics: extended x-ray absorption fine structure, absorption spectroscopy
Keywords: synchrotron, optics, monochromators, magnetic fields, ultra-high vacuum, applications, xanes & exafs
Resource type: Document
Learning pack: The synchrotron and its lights
https://www.synchrotron-soleil.fr/mallettes-pedagogiques/the-synchrotron-and-its-light
https://pan-training.eu/materials/learning-pack-the-synchrotron-and-its-lights
The machine and beamlines, optical devices, magnetism vacuum and information about the analytic techniques applied on a synchrotron and through examples of studies carried out at the synchrotron SOLEIL.
extended x-ray absorption fine structure
absorption spectroscopy
synchrotron, optics, monochromators, magnetic fields, ultra-high vacuum, applications, xanes & exafs
general public
masters students
The FAIR Experiment
Video recording of the workshop exploring the FAIR Experiment at PaN facilities (02/10/2020)
Keywords: FAIR, research data, data management, metadata, wp2-ExPaNDS
Resource type: video
The FAIR Experiment
https://vimeo.com/493767139
https://pan-training.eu/materials/the-fair-experiment
Video recording of the workshop exploring the FAIR Experiment at PaN facilities (02/10/2020)
FAIR, research data, data management, metadata, wp2-ExPaNDS
facility staff
instrument scientist
FAIR for facilities
Video recording of the workshop providing an overview of FAIR to PaN facilities (01/10/2020)
Keywords: FAIR, research data, wp2-ExPaNDS
Resource type: video
FAIR for facilities
https://vimeo.com/493620481
https://pan-training.eu/materials/fair-for-facilities
Video recording of the workshop providing an overview of FAIR to PaN facilities (01/10/2020)
FAIR, research data, wp2-ExPaNDS
PaN Community
instrument scientist
facility staff