Programa do Curso
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
Requisitos
- 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
Declaração de Clientes (2)
abriu minha mente para novas ferramentas que podem me ajudar na criação de automação
Alessandra Parpajola - Advanced Bionics AG
Curso - Machine Learning & AI for Finance Professionals
Máquina Traduzida
Apreciei muito a maneira como o instrutor apresentou tudo. Entendi tudo, mesmo Finance não sendo minha área, ele se certificou de que todos os participantes estavam na mesma página, enquanto mantinha o controle do tempo restante. Os exercícios foram colocados em intervalos adequados. Communication com os participantes sempre esteve presente. O material foi perfeito, nem muito, nem pouco. Ele explicou muito bem assuntos um pouco mais complicados para que todos pudessem entender.
Diana
Curso - ChatGPT for Finance
Máquina Traduzida