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Course Outline
Introduction to Generative AI
- Grasping the fundamentals of AI and machine learning
- In-depth exploration of generative models
- The current landscape of generative AI in healthcare
Generative AI in Drug Discovery
- Accelerating drug design through AI
- Case studies: Notable successes and challenges
- Virtual screening and predictive modeling
Personalized Medicine via Generative AI
- Customizing treatments using AI
- Genomics and AI: ushering in a new era of personalization
- Ethical considerations in AI-driven personalized medicine
Advancements in Medical Imaging
- Enhancing diagnostic accuracy with generative AI
- 3D medical imaging and AI-based reconstruction techniques
- Improving patient outcomes through AI-assisted imaging
Real-World Applications and Future Directions
- Incorporating generative AI into clinical practice
- The evolving role of AI in patient care and management
- Final project: Proposing an AI solution for a healthcare challenge
Ethical and Societal Implications
- Navigating the ethical complexities of AI in healthcare
- Data privacy, security, and governance
- Preparing for the future: Policy and regulatory frameworks
Summary and Next Steps
Requirements
- Foundational understanding of machine learning concepts
- Proficiency with Python programming
- Basic knowledge of biology and healthcare systems
Target Audience
- Healthcare professionals
- Data analysts
- Policymakers
21 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3900 € + VAT*
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Testimonials (2)
The interactive style, the exercises
Tamas Tutuntzisz
Course - Introduction to Prompt Engineering
A great repository of resources for future use, instructor's style (full of good sense of humor, great level of detail)
