Financial Valuation with GPT-3.5 API
Develop a financial valuation tool that leverages GPT-3.5 API to generate textual explanations for financial valuation estimates, catering to university students in finance, accounting, or related fields.
Data Collection:
- Collect financial data from public sources like Yahoo Finance or Google Finance.
- Gather financial statements, historical prices, industry benchmarks, and other relevant information.
Data Pre-processing:
- Clean and transform data into a suitable format for analysis.
- Remove missing values, calculate financial ratios, and normalize data.
Fine-tune GPT-3.5 API:
- Fine-tune GPT-3.5 API with pre-processed financial data.
- Train the model to recognize patterns in financial data and generate coherent textual descriptions of financial valuation estimates.
Development of Valuation Tool:
- Create a user-friendly tool for university students to input financial data and receive valuation estimates.
- Allow customization of valuation assumptions and generation of multiple scenarios.
- Integrate the fine-tuned GPT-3.5 API to provide textual explanations for valuation estimates.
Testing and Evaluation:
- Test the accuracy and effectiveness of the valuation tool using real-world companies or assets.
- Evaluate the performance of the fine-tuned GPT-3.5 API in generating accurate and coherent textual explanations for financial valuation estimates.
Expected Deliverables:
A financial valuation tool that uses GPT-3.5 API to generate textual explanations for financial valuation estimates, designed for university students in finance, accounting, or related fields. A user-friendly interface that allows users to input financial data, customize valuation assumptions, and obtain valuation estimates along with textual explanations generated by the fine-tuned GPT-3.5 API. A comprehensive report detailing the data collection process, fine-tuning process, development of the valuation tool, and testing and evaluation results.
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