Ultimate FINGPT for Financial Analysis : Build, Train, and Deploy FINGPT Models to Automate Financial Reporting, Forecast Market Trends, Analyze Sentiment, and Drive Data-Driven Decision-Making (English Edition).

Format:

Book

Author/Creator:

Jignasha Shah Dalal, Santhilata K. V.

Language:

English

Physical Description:

1 online resource (163 pages)

Edition:

1st ed.

Place of Publication:

Delhi : Orange Education PVT Ltd, 2025.

Summary:

FINGPT is redefining how financial institutions analyze data, forecast trends, and make strategic decisions. As the financial sector embraces generative AI, understanding and applying FINGPT becomes essential for professionals seeking to stay competitive and innovative. Ultimate FINGPT for Financial Analysis takes you on a complete journey--from setting up your development environment and preparing financial datasets to building, fine-tuning, and deploying FINGPT models. The book covers all the vital concepts such as data cleaning, model training, prompt engineering, and real-world deployment. You will learn to automate financial reporting, generate accurate forecasts, perform sentiment analysis on news and reports, and simulate risk scenarios. Dedicated chapters on case studies and performance optimization provide deep insights into practical applications, while ethical considerations and scaling strategies ensure readiness for enterprise use. Hence, whether you are a finance expert aiming to integrate AI or a data scientist expanding into fintech, this book provides the tools, frameworks, and confidence to apply FINGPT in your work. So, do not get left behind--start transforming your financial analysis with AI today.

Contents:

Cover Page

Title Page

Copyright Page

Dedication Page

About the Authors

About the Technical Reviewers

Acknowledgements

Preface

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Errata

Table of Contents

1. Introduction to FINGPT

2. Setting up the Development Environment

3. Cleaning and Preparing Financial Data

4. Fine-Tuning and Training a FINGPT Model

5. Case Studies in Financial Analysis

6. Automating Financial Reports with FINGPT

7. Market Trend Prediction with FINGPT

8. Sentiment Analysis in Finance with FINGPT

9. Model Performance Optimization and Scaling

10. Future Directions, Summary, and Conclusion

Index.

Notes:

Description based on publisher supplied metadata and other sources.

Other Format:

Print version: Jignasha Shah Dalal, Santhilata K. V. Ultimate FINGPT for Financial Analysis

ISBN:

9789349888593