Stefan Münch
Körber Pharma Consulting
Referierende
Yves Samson
Kereon
Daniel Santak Wolf
Ulm University Hospital
Highlights
- The Importance of Data and Models
- Differences between General Purpose AI and Spezialised AI
- Risk Management and Validation in AI
Zielgruppe
The Live Online Training is aimed at
- Managers and interested parties from the pharmaceutical industry
- Suppliers
- Service companies
who want to find out more about the basics of AI and its possible applications in the pharmaceutical Environment.
Zielsetzung
What can you expect in the Live Online Training?
- Get to know the basics of AI (Artificial Intelligence) and ML (Machine Learning),
- Learn about the importance of data and models,
- Understand the difference between specialised AI and generative AI,
- Risk management and validation; how should these classic pharmaceutical topics be considered and applied in the context of AI and
- What are the applications and limitations in the GxP environment? Learn about the current state of development.
Programm
Introduction to Artificial Intelligence (AI) and Machine Learning (ML)
- History of AI
- Types of AI
- Current situation and real-life examples
- Technological Basics
- Different learning / training Methods
- Example use cases
Data and Models
- Overview of core model architectures and data types
- Data splitting: training, validation, and testing phases
- Ensuring data quality, representativeness, and overcoming common bottlenecks
Specialised AI: How Task-Specific Models Work
- Specialized vs. General-Purpose AI: Understanding the key differences
- Step-by-step training process, using cancer diagnostics as a case study
- The roles of pre-training and fine-tuning
- Ensuring AI traceability and explainability in critical Tasks
General-Purpose AI: How Generative Models like GPT & Co. Work
- Fundamentals of Large Language Models (LLMs)
- Strengths and limitations of LLMs compared to specialized AI
- Introduction to LLMs acting as autonomous agent
Risk Management / Validation for AI/ML Solutions
- Applying ICH Q9 QRM to AI/ML
- QRM throughout the System Life Cycle
- Thinking critically about AI-enabled Computerized Systems
- Using the AI Maturity Model
- Achieving Data and Model Governance
Overview of AI/ML in Pharmaceuticals, Biotech and Medical Devices
- Challenges facing the life sciences industry in dealing with AI and ML
- GAMP® 5 meets AI: The GAMP AI Guide
- Use cases for AI in pharma and biotechGMLP (Good Machine Learning Practice): An SDLC for AI/ML
Weitere Informationen
Technical Requirements
We use Webex for our live online training courses and webinars. At www.gmp-compliance.org/training/online-training-technical-information you will find all the information you Need to participate in our events and you can check if your System meets the necessary requirements to participate. If the Installation of browser extensions is not possible due to your rights in the IT system, please contact your IT department. Webex is a standard nowadays and the necessary installation is fast and easy.
Fees (per delegate, plus VAT)
ECA Members EUR 1,090
APIC Members EUR 1,190
Non-ECA Members EUR 1,290
EU GMP Inspectorates EUR 645
The conference fee is payable in advance after receipt of invoice.
Presentations/Certificate
The presentations will be made available to you prior to the Live Online Training as PDF files. After the event, you will automatically receive your certificate of participation.
Conference language
The official conference language will be English.
APIC Members EUR 1,190
Non-ECA Members EUR 1,290
EU GMP Inspectorates EUR 645
The conference fee is payable in advance after receipt of invoice.
Presentations/Certificate
The presentations will be made available to you prior to the Live Online Training as PDF files. After the event, you will automatically receive your certificate of participation.
Conference language
The official conference language will be English.
Contacts
Questions regarding content:
Dr Andreas Mangel, +49 6221 84 44-41, mangel@concept-heidelberg.de
Questions regarding Organisation:
Mr Rouwen Schopka, +49 6221 84 44-13, schopka@concept-heidelberg.de
Datum & Uhrzeiten
Tue, 09 February 2027, 09:00-18:00 h
All times mentioned are CET.
Teilnahmegebühr
| ECA-Member*: | € 1090,- |
| Regular Fee*: | € 1290,- |
| EU/GMP Inspectorates*: | € 645,- |
| APIC Member Discount*: | € 1190,- |
Alle Preise zzgl. MwSt. Wichtige Hinweise zur Umsatzsteuer.
* auch unkompliziert per Kreditkarte bezahlbar
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E-Mail: info@concept-heidelberg.de
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