BIOINFORMATICS BOOTCAMP: 5-Day Intensive Program: Biopython & Machine Learning for Biological Data Science

About the Workshop

This 5-day intensive bootcamp trains participants in biological data analysis using Python and Biopython, followed by classical machine learning and modern deep learning techniques used in genomics and proteomics research.

Topics Covered:

• Write Python scripts for biological sequence analysis
• Use Biopython for sequence parsing and transformation
• Engineer features from DNA and protein sequences
• Build and compare classical ML models
• Understand neural networks in biological contexts
• Use pretrained protein/genomic language models
• Interpret model predictions
• Understand AI ethics in genomics research