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Duration 14 hours
Course Outline
Introduction to Ollama in Finance
- Comprehending the deployment of local LLMs
- Advantages of on-device AI in the financial sector
- Primary features and constraints of Ollama
Configuring Ollama for Financial Contexts
- System preparation and model installation
- Configuration methods tailored for financial activities
- Overseeing secure operating environments
Essential Financial Use Cases
- Streamlining automated financial reporting
- Supporting risk assessment and analytical tasks
- Generating market summaries and actionable insights
Customizing and Fine-Tuning Models
- Applying prompt engineering techniques for financial scenarios
- Enhancing domain-specific data
- Optimizing the balance between accuracy and performance
System Integration and Automation
- Establishing API connections and workflow automation
- Integrating with existing financial systems and tools
- Creating scripts for automated financial processes
Governance, Security, and Compliance
- Guaranteeing data confidentiality
- Adhering to financial regulatory standards
- Following best practices for secure deployment
Model Evaluation and Validation
- Techniques for measuring accuracy
- Risk mitigation strategies and validation protocols
- Implementing continuous model improvement
Operational Deployment and Support
- Strategies for monitoring and optimization
- Managing version control and model updates
- Addressing common technical challenges
Summary and Path Forward
Requirements
- A solid grasp of financial workflows
- Hands-on experience with data analysis or financial systems
- Basic familiarity with AI or machine learning principles
Target Audience
- Finance professionals
- Financial IT teams
- Analysts and technical administrators
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 3200 € + VAT*
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Testimonials (1)
i already have some reports that i know, i will use some of the prompts that looked at today
