Kursplan
Introduction to Ollama in Finance
- Understanding local LLM deployment
- Benefits of on-device AI in finance
- Key capabilities and limitations of Ollama
Setting Up Ollama for Financial Environments
- System setup and model installation
- Configuration techniques for financial tasks
- Managing secure environments
Core Finance Use Cases
- Automated financial reporting
- Risk assessment and analysis assistance
- Market summarization and insights
Customizing and Fine-Tuning Models
- Prompt engineering for finance scenarios
- Domain-specific data enhancement
- Balancing accuracy and performance
System Integration and Automation
- API connections and workflows
- Integration with financial systems and tools
- Scripting for automated financial processes
Governance, Security, and Compliance
- Ensuring data confidentiality
- Compliance with financial regulations
- Best practices for secure deployment
Model Evaluation and Validation
- Accuracy measurement techniques
- Risk mitigation and validation workflows
- Continuous model improvement
Operational Deployment and Support
- Monitoring and optimization strategies
- Versioning and updating models
- Resolving common technical issues
Summary and Next Steps
Krav
- An understanding of financial workflows
- Experience with data analysis or financial systems
- Familiarity with basic AI or machine learning concepts
Audience
- Finance professionals
- Financial IT teams
- Analysts and technical administrators
Referanser (2)
det har åpnet min sinne for nye verktøy som kan hjelpe meg med å skape automatisering
Alessandra Parpajola - Advanced Bionics AG
Kurs - Machine Learning & AI for Finance Professionals
Maskinoversatt
Jeg verdsette at treneren presenterte alt på en svært god måte. Jeg forsto alt, selv om Finance ikke er mitt fagfelt, sørget han for at alle deltakerne var på samme side, samtidig som han fulgte tidsrammen. Øvelsene var plassert i gode intervaller. Communication med deltakerne var alltid der. Materialet var perfekt, ikke for mye og ikke for lite. Han forklarte veldig godt litt mer kompliserte emner slik at alle kunne forstå det.
Diana
Kurs - ChatGPT for Finance
Maskinoversatt