Computational Genomics with R (Q5151092)
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scientific article; zbMATH DE number 7311495
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Computational Genomics with R |
scientific article; zbMATH DE number 7311495 |
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Computational Genomics with R (English)
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16 February 2021
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genomics
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central dogma
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regulation
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high throughput sequencing
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data analysis
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visualisation
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R
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ggplot
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statistics
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central tendency
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spread
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estimates
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multiple testing corrections
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regression
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unsupervised machine learning
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clustering
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dimensionality reduction
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predictive modelling
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supervise machine learning
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data pre-processing
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cross validation
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decision trees
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random forests
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logistic regression
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genome arithmetic
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fastq/fasta format
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read processing
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RNAseq
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differential gene expression
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ChIPseq analysis
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visualisation on genome browser
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peak calling
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bisulphite sequencing data
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multi-omics analysis
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clustering using latent factors
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