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 Duration 14 hours

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.
Investment

Price per private group, online live training, starting from £3200 + VAT*

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