Course Outline
Introduction to Ollama in Healthcare
- Understanding the deployment of local LLMs
- The advantages of on-device models for the healthcare sector
- Key capabilities and constraints of Ollama
Installation and Configuration of Ollama
- System prerequisites and initial setup
- Processes for selecting and installing models
- Configuring the environment for healthcare applications
Healthcare-Specific Applications
- Supporting clinical documentation
- Enhancing patient communication and summarising information
- Streamlining workflows in hospitals and clinics
Customisation and Fine-Tuning of Models
- Designing prompts for healthcare scenarios
- Expanding models using domain-specific data
- Optimising performance and inference quality
Integration with Healthcare Systems
- Considerations regarding APIs and interoperability
- Linking with EHR and HIS environments
- Automating daily operations via scripting
Data Privacy, Security, and Compliance
- The benefits of local models for data protection
- Adherence to HIPAA and regional regulatory standards
- Establishing secure deployment patterns
Testing, Validation, and Quality Assurance
- Measuring model accuracy and consistency
- Assessing clinical safety and potential risks
- Strategies for ongoing improvement
Operational Deployment and Maintenance
- Tracking performance and usage metrics
- Updating models and dependencies
- Resolving common operational issues
Summary and Next Steps
Requirements
- A solid grasp of clinical workflows.
- Practical experience with data analysis or healthcare IT systems.
- Basic familiarity with AI principles.
Target Audience
- Clinicians and healthcare practitioners.
- Medical IT personnel.
- Analysts and technical administrators.
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customised 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 £3200 + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (2)
skills and projects in claude, variety of tools for different purpose
Agnieszka Czypionka
Course - Generative AI in Healthcare: Transforming Medicine and Patient Care
Comprehensiveness about the backround; how to do a prompt.