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

Dr. Jignasha Dalal

Beschreibung

Turn Financial Data into Decisions with the Power of FinGPT.
Book DescriptionFINGPT 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.
Table of Contents1. Introduction to FINGPT2. Setting up the Development Environment3. Cleaning and Preparing Financial Data4. Fine-Tuning and Training a FINGPT Model5. Case Studies in Financial Analysis6. Automating Financial Reports with FINGPT7. Market Trend Prediction with FINGPT8. Sentiment Analysis in Finance with FINGPT9. Model Performance Optimization and Scaling10. Future Directions, Summary, and Conclusion Index

Verfügbar seit: 22.08.2025.

Wissenschaft & Technologie

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