Explainable AI (XAI) for Pharma and Biotech Fundamentals from Tonex, Inc.

Explainable AI (XAI) for Pharma and Biotech Fundamentals

"Explainable AI (XAI) for Pharma and Biotech Fundamentals" focuses on building transparent AI models for drug development and biomedical applications. Participants learn interpretability techniques critical for regulatory approval and clinical adoption. Cybersecurity measures ensure that AI systems and associated patient or proprietary data are shielded from cyberattacks. Professionals will master ethical and secure AI deployment in high-stakes environments.

Course Overview

Overall Proficiency Level

2 - Intermediate

Course Catalog Number

T101

Course Prerequisites

None

Training Purpose

Functional Development

Management Development

Specific Audience

All

Delivery Method

Online, Self-Paced

Online, Self-Paced

Learning Objectives

Understand the principles and importance of Explainable AI (XAI) in regulated industries.
Apply XAI techniques to interpret and validate AI models used in drug discovery, clinical trials, and patient diagnostics.
Evaluate the transparency, fairness, and trustworthiness of AI decisions in critical life science applications.
Learn how XAI can significantly enhance cybersecurity by aiding in the detection of hidden biases, data poisoning, or malicious injections within AI models, thereby improving the resilience of AI systems against sophisticated cyber manipulations.
Discuss the regulatory requirements and best practices for achieving explainability in AI for healthcare and biotech.

Framework Connections

Design and Development

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

Work Roles

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.