One Month International Bioinformatics Workshop on - R for Genomics Data Science and Machine Learning (11th Edition) by Decode Life

Registration is open for one month Bioinformatics Workshop by DE<code>LIFE

Duration : 8 November - 3 December, 2025

Registration Link - https://decodelife.co.in/

Fees: Rupees 1300 for Indian Participants /USD 30 for International Participants.

Timing : 7. 30 PM Indian standard time.

Schedule

Date	Day	Title
November 8, 2025	Saturday	Installing R, RStudio, and essential packages (tidyverse, ggplot2, etc.)
November 9, 2025	Sunday	Data types, functions, and control structures in R
November 10, 2025	Monday	Reading and cleaning multiomics data (CSV, TSV, Excel)
November 11, 2025	Tuesday	Introduction to Commandline
November 12, 2025	Wednesday	Advance Linux/Unix Commands
November 13, 2025	Thursday	QC and normalization for RNA-seq data
November 14, 2025	Friday	Using DESeq2 and edgeR for RNA-seq analysis, Creating heatmaps, volcano plots, and PCA plots
November 15, 2025	Saturday	OFF
November 16, 2025	Sunday	OFF
November 17, 2025	Monday	Data Wrangling and Cleaning, Data transformation and reshaping
November 18, 2025	Tuesday	Data Import & Quality Control – Load 10x data into Seurat; cell/gene filtering; mitochondrial metrics
November 19, 2025	Wednesday	Normalization & Feature Selection – SCTransform vs. log-normalize; identify highly variable genes
November 20, 2025	Thursday	Batch Correction & Integration – Harmony and Seurat CCA; assess integration quality
November 21, 2025	Friday	Feature selection and dimensionality reduction for genomic data – PCA elbow plots; t-SNE and UMAP embeddings
November 22, 2025	Saturday	Clustering Strategies – Louvain & Leiden; SC3 & HDBSCAN comparisons
November 23, 2025	Sunday	off
November 24, 2025	Monday	Machine Learning with R -Regression Analysis
November 25, 2025	Tuesday	Machine Learning with R - Logistic Regressions and Random Forests
November 26, 2025	Wednesday	Machine Learning with R -Feature Selection and Extraction for Machine Learning
November 27, 2025	Thursday	Machine Learning with R - Machine Learning for Biomarker Discovery from RNASeq Datasets
November 28, 2025	Friday	Predictive Biomarker Identification using Interpretative Machine Learning Approach
November 29, 2025	Saturday	Cell Type Annotation – SingleR reference mapping; de novo curation with marker databases
November 30, 2025	Sunday	Differential Expression Analysis – Pseudobulk DE with DESeq2; cell-type comparisons
December 1, 2025	Monday	Pathway & GSEA – clusterProfiler GO & pathway enrichment; custom GSEA workflows
December 2, 2025	Tuesday	Multi-modal Integration- CITE-Seq data handling (RNA + protein)