Artificial Intelligence (AI) and Machine Learning (ML) can be described as a branch of computer science, statistics, and engineering that uses algorithms or models to perform tasks and exhibit behaviors such as learning, making decisions, and making predictions. ML is considered a subset of AI that allows models to be developed by training algorithms through analysis of data, without models being explicitly programmed.
iSpeak Blog
Explore AI Solutions and Pursue Digital Transformation-Related Technology Advancements in the Pharmaceutical Industry: Join the 2024 ISPE Annual Meeting & Expo
In the rapidly evolving pharmaceutical landscape, artificial intelligence (AI) has been hailed as…
Video
AI/ML in Regulated (GxP) Life Sciences Sectors - Project Phase: Iterative training and fine-tuning
AI/ML in Regulated (GxP) Life Sciences Sectors - Project Phase: Iterative training and fine-tuning…
PE Articles
Artificial Intelligence Governance in GxP Environments
Artificial intelligence (AI) is used by pharmaceutical and biotech companies, providing support from…
Video
AI/ML in Regulated (GxP) Life Sciences Sectors - Concept/Project Phase: Representative Data Sets
AI/ML in Regulated (GxP) Life Sciences Sectors - Concept/Project Phase: Representative Data Sets…
Video
Demystifying Machine Learning: Regression Models, Classification Models, and the AI Landscape
Demystifying Machine Learning: Regression Models, Classification Models, and the AI Landscape…
Video
AI/ML in Regulated (GxP) Life Sciences Sectors - Concept Phase: Business Need & Risk Assessment
AI/ML in Regulated (GxP) Life Sciences Sectors - Concept Phase: Business Need & Risk Assessment…
iSpeak Blog
The Machine Learning Life Cycle (MLLC): Key Artifacts, Considerations, and Questions
It is an exciting time in life sciences. Many companies have focused initial artificial intelligence…
iSpeak Blog
ISPE Seeking Subject Matter Experts to Lead New Artificial Intelligence Community of Practice
Artificial Intelligence (AI) can be described as the application of computer science, statistics…
PE Articles
Machine Learning Risk and Control Framework
Stakeholders across industries are becoming accustomed to using information technology (IT) systems…
iSpeak Blog
Artificial Intelligence (AI) Based Continued Process Verification (CPV)
Continued Process Verification (CPV) was introduced roughly 12 years ago by the FDA as a third stage…
PE Articles
New EU AI Regulation and GAMP® 5
This article describes how ISPE GAMP ® 5: A Risk-Based Approach to Compliant GxP Computerized…
PE Articles
Emerging Leaders Editorial: Career Development Powered by AI
The healthcare field is being transformed by artificial intelligence (AI) in remarkable ways…
Guidance Documents
Artificial Intelligence (1)
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GAMP® (1)
Community Discussions
Community Discussions
Pharmaceutical Engineering Magazine Articles
Artificial Intelligence Governance in GxP Environments
Artificial intelligence (AI) is used by pharmaceutical and biotech companies, providing support from…
Machine Learning Risk and Control Framework
Stakeholders across industries are becoming accustomed to using information technology (IT) systems…
New EU AI Regulation and GAMP® 5
This article describes how ISPE GAMP ® 5: A Risk-Based Approach to Compliant GxP Computerized…
Emerging Leaders Editorial: Career Development Powered by AI
The healthcare field is being transformed by artificial intelligence (AI) in remarkable ways…
ChatGPT, BARD, and Other Large Language Models Meet Regulated Pharma
ChatGPT and other large language models are positioned to change the world. They can also shift…
The Road to Explainable AI in GXP-Regulated Areas
Recent advances in artificial intelligence (AI) have led to its widespread industrial adoption, with…
Applying GAMP® Concepts to Machine Learning
This article explores life-cycle activities for machine learning (ML) within regulated life sciences…
AI Maturity Model for GxP Application: A Foundation for AI Validation
Artificial intelligence (AI) has become one of the supporting pillars for digitalization in many…