آموزش هوش مصنوعی مولد و گزارشگری مالی دولتی - آخرین آپدیت

Introduction to Generative AI and LLMs in Accounting Introduction to Generative AI and LLMs in Accounting

• Welcome, Agenda and Introducation Welcome, Agenda and Introducation

• The Development of GPT Models The Development of GPT Models

• Large Language Models and Accounting Large Language Models and Accounting

• Skill Gaps, Prompt Engineering and Evolution Skill Gaps, Prompt Engineering and Evolution

Methods of Implementing LLMs in Accounting Methods of Implementing LLMs in Accounting

• UI Method UI Method

• API Method API Method

• Robotic Process Automation (RPA) Robotic Process Automation (RPA)

• API RPA Integration API-RPA Integration

• Choosing the Right Method Choosing the Right Method

Extracting Financial Data from Unstructured Sources Extracting Financial Data from Unstructured Sources

• Introduction to Unstructured Data Introduction to Unstructured Data

• Data Preparation Data Preparation

• Prompt Engineering Techniques Prompt Engineering Techniques

• Batch Querying and Database Construction Batch Querying and Database Construction

• An Example Extracting Annual Comprehensive Financial Reports An Example - Extracting Annual Comprehensive Financial Reports

• An Example Extracting ESG Report Data An Example - Extracting ESG Report Data

Evaluating Framework Performance Evaluating Framework Performance

• Accuracy and Efficiency on Governmental and ESG Reports Accuracy and Efficiency on Governmental and ESG Reports

• Examples and Identifying Errors Examples and Identifying Errors

• Limitation, Considerations and Summarization Limitation, Considerations and Summarization