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Certified AI-Driven Computational Biology Professional (CAIDCBP)
The "Certified AI-Driven Computational Biology Professional (CAIDCBP)" course focuses on the intersection of artificial intelligence and computational biology. You’ll learn how to build intelligent models for predicting biological behavior, automating diagnostics, and accelerating discovery. With AI models handling highly sensitive biological and clinical data, robust cybersecurity is essential. Participants will gain tools to secure AI algorithms from adversarial threats and data poisoning attacks, ensuring AI-powered bioinformatics remains trustworthy and resilient to exploitation in healthcare and pharmaceutical sectors.
Course Overview
None
Learning Objectives
- Understand the principles of artificial intelligence and machine learning in the context of computational biology.
- Apply AI-driven algorithms for tasks such as drug discovery, disease diagnosis, and personalized medicine.
- Develop and evaluate AI models for analyzing large-scale biological datasets.
- Utilize AI techniques for feature extraction, pattern recognition, and predictive modeling in biology.
- Critically assess the ethical and societal implications of AI in computational biology research and applications.
- AI-driven tools can enhance the detection of malicious biological data or code, contributing to cybersecurity in bioinformatics.
Framework Connections
The materials within this course focus on the NICE Framework Task, Knowledge, and Skill statements identified within the indicated NICE Framework component(s):
Competency Areas
Feedback
If you would like to provide feedback on this course, please e-mail the NICCS team at NICCS@mail.cisa.dhs.gov. Please keep in mind that NICCS does not own this course or accept payment for course entry. If you have questions related to the details of this course, such as cost, prerequisites, how to register, etc., please contact the course training provider directly. You can find course training provider contact information by following the link that says “Visit course page for more information...” on this page.