Event types: Workshops and courses
3rd Tool-Training for Proteomics
28 October 2019
Bochum, Germany3rd Tool-Training for Proteomics https://www.denbi.de/training/553-3rd-tool-training-for-proteomics https://tess.elixir-europe.org/events/3rd-tool-training-for-proteomics Educators: Michael Kohl, Treesa Sunny, Michael Turewicz and Julian Uszkoreit (BioInfra.Prot) Date: Monday, 2019-10-28 Location: Ruhr University Bochum, 44801 Bochum Contents: In this one day course we will show some of BioInfra.Prot's tools provided by de.NBI, namely “PIA - Protein Inference Algorithms”, “BIONDA – A Free Biomarker Database” and “CalibraCurve”. Besides the tool based sessions we offer a "Proteomics in the Cloud" session where we show advantages of cloud based bioinformatics and give a tutorial how to access the de.NBI cloud. PIA allows to inspect and combine the results of proteomics search engines. The main focus lays on the integrated inference algorithms for identification and quantification purposes. BIONDA is a free, up-to-date and user-friendly biomarker and biomarker candidate database that facilitates any kind of research on protein biomarkers and the corresponding diseases. CalibraCurve is a tool intended for the generation of calibration curves in the context of MRM (targeted proteomics) experiments. Such calibration curves are necessary for the selection of suitable transitions. Learning goals: Attendees of the course will learn how to use the tools PIA, BIONDA and CalibraCurve effectively for their daily proteomics tasks. Additionally they will learn how to use the de.NBI cloud. Prerequisites: This course is for all researches in the field of proteomics. The attendees should have basic knowledge of LC-MS proteomics, but no prior bioinformatics skills are required. Basic knowledge of how to analyse LC-MS data are sufficient. Attendees are required to bring their own laptops. If this is not possible or laptops have very low computing capacities, please contact the organizers. Keywords: Proteomics; Data Analysis; Biomarkers; de.NBI Cloud Tools: PIA; BIONDA; CalibraCurve 2019-10-28 09:00:00 UTC 2019-10-28 17:00:00 UTC de.NBI Bochum, Bochum, Germany Bochum Bochum Arnsberg Germany    workshops_and_courses  
Advanced analysis of quantitative proteomics data using R
19 November 2019
Bochum, GermanyAdvanced analysis of quantitative proteomics data using R https://www.denbi.de/training/556-advanced-r-course https://tess.elixir-europe.org/events/advanced-analysis-of-quantitative-proteomics-data-using-r Educators: Michael Turewicz (bioinformatician) and Karin Schork (biostatistician) (BioInfra.Prot) Date: Tuesday, 19th Nov 2019 Location: Ruhr University Bochum, 44801 Bochum Contents: In this course you will learn about using R for the analysis of proteomics data. We will focus on data preprocessing methods and advanced methods for data analysis. In this regard the cpurse will touch upon: • data normalization • quality control, handling of missing values • clustering, heatmaps • ROC-curves Please be aware that basic knowledge of R and methods for differential analysis of proteomics data are taught in our course “Differential analysis of quantitative proteomics data” the previous day (Monday, 18th Nov 2019, http://goo.gl/forms/mpKHnbT1Um) Learning goals: • Independent usage of R functions for • Data preprocessing • Plots and graphs • Statistical methods for data analysis • Use of additional R packages • Deeper understanding of statistical methods applied in differential analyses Prerequisites: • Basic understanding of high-dimensional data sets from quantitative proteomics or other life sciences; • Basic knowledge of R (e.g. data import, basic plots, t-test, for loop) and basic knowledge of differential analysis of proteomics data. Both can for example be gained from our course “Differential analysis of quantitative proteomics data” the previous day (Monday, 18th Nov 2019, http://goo.gl/forms/mpKHnbT1Um). • Please bring your own laptop for the hands-on exercises! Keywords: R; high-throughput data; omics; proteomics; data analysis, graphics, data preprocessing Tools: download and more information on R here: https://cran.r-project.org/ We recommend using an editor such as RStudio, see www.rstudio.com 2019-11-19 09:00:00 UTC 2019-11-19 17:00:00 UTC de.NBI Bochum, Bochum, Germany Bochum Bochum Arnsberg Germany    workshops_and_courses  
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