🧬Artificial Intelligence in Bioengineering

Basic Sciences & Environment · 10 units · free, no membership
1 Introduction to Artificial Intelligence in Bioengineering: Roles, Boundaries, Validation, Ethics and Biosafety
2 Bioinformatics and Sequence Analysis: Understanding DNA, RNA and Protein Sequences with Artificial Intelligence
3 Omics Data Analysis: Transcriptomics, Proteomics and Multi-Omics Integration
4 Protein Structure and Molecular Modeling: AlphaFold, Docking and Molecular Design
5 Experimental Design and Optimization: DoE, Active Learning and Smart Laboratory Planning
6 Laboratory Data and Image Analysis: Microscopy, Flow Cytometry and Plate Data
7 Bioprocess Development and Optimization: From Fermentation to Scale-up
8 Literature Review and Knowledge Synthesis: RAG, Systematic Compilation and Hypothesis Generation
9 Ethics, Biosecurity, Dual-Use and Regulatory Compliance
10 End-to-End Project: AI-Assisted Bioengineering Workflow and Validation with Python
All trainings Start from unit 1