ONE MONTH COMPREHENSIVE BIOINFORMATICS TRAINING
Schedule of the workshop
UPSKILL YOUR PORTFOLIO WITH GLOBAL EXPERTS
One Month International Bioinformatics Workshop - “R” for Genomics Data science & Machine learning 11th Edition November - 2025
Upskilling
Workshop will help in learning core Bioinformatics skills for cutting edge research.
Workshop Material
Workshop material along with video recording of each session.
Networking
Instructor and participants will be from different corners of the world where participants will be encouraged for collaborations.
Global Instructors
Instructors from diverse global institutions.
GLOBAL EXPERTS MEET UP
Course Trainers
CEO at Growdea Technologies Pvt Ltd.Indo-Australian Gold fellow at Griffith University, Australia.
OUR EXPERIENCE
Who we are
Decode life is a group of enthusiastic researchers, who are aimed to (de)code the life sciences. Our goal is to create a self sustained system through cross learning and joining hands together to address the problems that matter the most. With the availability of large data, Bioinformatics has become an integral part for almost every biomedical lab. We wanted to fill in the niche and train the next generation of data scientists..
7:30 - 8:30 PM IST
08 November - 02 December, 2025
Schedule of Workshop
| 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) |
Details
Details
Mode of Delivery
Online case-based teaching methodology will be used for all the modules.
Key Features
Each session will be of 75 TO 90 Mins and Video recording of the complete workshop will be provided.
E-certificate will be provided.
Whatsapp contact +91 9996338972 or E-mail- decodelife.co.in@gmail.com
