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Prieskum záujmu o dátové a bioinformatické kurzy
Po dohode s profesorkou Pastorekovou sme pripravili krátky formulár, prostredníctvom ktorého by sme radi zistili Váš záujem o ďalšie špecializované školenia nadväzujúce na Data School a Biomed Data School. Ak v ponuke kurzov nenájdete tému, ktorá by Vám najviac pomohla vo výskume, budeme radi, ak nám ju navrhnete.
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Post Biomed Data School
Long Read Analysis (3 days)
- Long-read alignment
- Structural variants
- Isoform discovery
- Genome assembly
- Epigenetics from sequencing
- Clinical applications
Single Cell RNA-seq
(3 days)
- Data reading and formatting
- QC & filtering
- Visualisation & clustering
- Cell type annotation methods
- Trajectory inference
- RNA velocity & Drivers
Microbiome analysis (3 days)
- 16S and whole-genome
sequencing strategies
- Taxonomy assignment
- Diversity measures
- Strain-level analyses
- Antibiotic Resistome
Single Cell Multi-Omics (3 days)
- Varieties of multi-omics methods
- Data formatting
- CITE-seq & in silico cell sorting
- Modality prioritisation
- BCR-seq and clonality analyses
- Integration of modalities
Biomed Data Visualization (3 days)
- Scientific visualization principles
- Publication-quality figures
- Multi-panel layouts
- Genomic visualizations
- Visual storytelling
- Interactive dashboards
Machine Learning for Biomed (5 days)
- Supervised & unsupervised
- Feature engineering & selection
- Model evaluation & validation
- Explainable AI for biomedicine
- Multi-omics predictive modelling
- PCA, tSNE, UMAP in depth
Advanced Statistics for Life Sciences
(3 days)
- Experimental design and statistical power
- Effect sizes and uncertainty
- Regression beyond linear models
- Repeated measures and mixed models
- Multiple testing and omics statistics
- Interpretation and reproducible inference
O ktoré zo školení máte záujem?
Long Read Analysis
Single Cell RNA-seq
Microbiome analysis
Single Cell Multi-Omics
Biomed Data Visualization
Machine Learning for Biomed
Advanced Statistics for Life Sciences
Iné oblasti, o aké by ste mali záujem?
Akýkoľvek komentár
Školenia budú pravdepodobne prebiehať začiatkom decembra a v ďalšom roku.
Tešíme sa na Vás :)
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