Q: Do I need any software installed beforehand?

A: All tools (Cytoscape, STRING web portal, CytoHubba plugin) are free and will be accessed via download links provided before the course.

Q: Will I receive a certificate?

A: Yes, upon successful completion you will receive an e‑Certification and e‑Marksheet accredited by DSTC.

Q: Is prior programming knowledge required?

A: No. The course focuses on graphical interfaces and AI‑assisted interpretation; basic computer literacy is sufficient. Enroll in Hands-on International Course on AI-Assisted Protein-Protein Interaction (PPI) Network Analysis for Biomarker Discovery today and take the next step in your professional journey. With expert-curated content, practical projects, and industry-recognized certification, this course is your gateway to mastering Biotechnology skills that matter.

💻 Software & Environment Setup

Bioinformatics & Computational Biology

The computational toolchain and environment used throughout Hands-on International Course on AI-Assisted Protein-Protein Interaction (PPI) Network Analysis for Biomarker Discovery.

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# Recommended conda environment
conda create -n dstc_env python=3.11 -y
conda activate dstc_env
pip install biopython pandas pysam scikit-bio

Biopython
Sequence I/O, BLAST parsing, phylogenetics

SAMtools / BCFtools
Alignment & variant file manipulation

Bioconductor (R)
DESeq2, edgeR & limma for expression analysis

Nextflow
Reproducible, portable NGS pipelines

Supported OS: Linux (Ubuntu 22.04+), macOS, or Windows via WSL2.

Hardware: 16 GB RAM minimum; a CUDA GPU helps for deep-learning modules.

Earn government-registered certification in Hands-on International Course on AI-Assisted Protein-Protein Interaction (PPI) Network Analysis for Biomarker Discovery

e-Certificate and e-Marksheet issued on successful completion.

View full course →

Scholar Registration

For scholars whose department, college or employer pays the fee. We raise a proforma invoice to your institution; you attach the signed processing letter or bank slip.