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YouTube

R Tutorials

via YouTube

Overview

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This course presents practical R tutorials for bioinformatics and statistical analysis, including RNA-seq and microarray workflows, visualization, regression, survival analysis, and feature selection.

Syllabus

DeSeq - Differential Gene Expression Analysis on RNA-seq data - R Tutorial.
Microarray Data Analysis using R - RMA Normalization and Annotation - tutorial.
EdgeR - Differential Gene Expression Analysis using RNA-seq data - R Tutorial.
Linear Regression using R - Tutorial for beginners.
Stripchart using R - Tutorial for beginners.
Histogram using R - Tutorial for Beginners.
Boxplot using R - Tutorial for beginners.
Normal QQ Plots using R - Tutorial for beginners.
The Chip Analysis Methylation Pipeline using R - Installation.
Survival Analysis using R - Tutorial for beginners.
Cox Proportional Hazard Model - R tutorial for Beginners.
How to read CSV and tabular files in R - Tutorial for beginners.
Convert a Character Object to Integer in R - Tutorial for Beginners.
Random Forest - Feature Selection Method - R tutorial.
Likelihood Ratio Test using R - Part 1.
Likelihood Ratio Test using R - Part 2.
Microarray data normalization and annotation - R tutorial.
Microarray Normalization and Differential Expression using R.

Taught by

Farhan Haq

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