Begleiten Sie uns auf eine literarische Weltreise!
Buch zum Bücherregal hinzufügen
Grey
Einen neuen Kommentar schreiben Default profile 50px
Grey
Jetzt das ganze Buch im Abo oder die ersten Seiten gratis lesen!
All characters reduced
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 - cover

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

Verlag: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

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.

Weitere Bücher, die Sie mögen werden

  • Cloud Computing - Revolutionizing IT Infrastructure and Business Operations - cover

    Cloud Computing -...

    May Sherry

    • 0
    • 0
    • 0
    In "Cloud Computing: Revolutionizing IT Infrastructure and Business Operations," dive deep into the transformative world of cloud computing—a technology that has redefined how businesses operate and scale in the digital age. Whether you're a seasoned IT professional, a business leader, or someone new to the field, this comprehensive guide offers a detailed exploration of cloud computing's core principles, service models, deployment strategies, and the latest trends shaping the industry. 
    Beginning with the origins and evolution of cloud computing, the book demystifies complex concepts, making them accessible to readers of all backgrounds. It delves into the essential service models—Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and Software as a Service (SaaS)—exploring their applications, benefits, and the unique challenges they present. Readers will gain a thorough understanding of public, private, hybrid, and multi-cloud environments, with insights on how to choose and implement the right strategy for their needs. 
    Security and compliance are paramount in the cloud era, and this book dedicates substantial focus to these critical areas. Learn how to navigate the complexities of cloud security, ensure regulatory compliance, and manage risks with cutting-edge tools and best practices. 
    With clear explanations, actionable insights, and a wealth of resources, "Cloud Computing: Revolutionizing IT Infrastructure and Business Operations" equips you with the knowledge to harness the full potential of the cloud and stay ahead in a rapidly evolving landscape.
    Zum Buch
  • The Shortest History of Migration - cover

    The Shortest History of Migration

    Ian Goldin

    • 0
    • 0
    • 0
    From the Silk Roads to the Berlin Wall, discover the globe-turning history of human migration 
     
     
     
    We are a species in motion—from the first steps of Homo sapiens across Africa to America's "melting pot." And when we move—in search of better things, or against our will—our beliefs and skills clash and combine, reshaping society time and again. 
     
     
     
    In this visionary Shortest History of Migration, Ian Goldin uncovers key moments of cultural exchange while carefully examining empire, slavery, and war. Throughout, we meet famous explorers (Zheng He), exiles (Pablo Neruda), and everyday people in extraordinary circumstances: a Jewish man saved by the Kindertransport, a Japanese gardener who blossomed in Mexico City. 
     
     
     
    Today, freedom of movement is being curtailed, even as climate change and conflict mobilize people everywhere around the world. Goldin reminds us that passports at every border are a modern invention (he traces the "birth of big brother" to World War I), revealing the folly of trying to halt migration—and proposing commonsense policy instead. 
     
     
     
    A gripping chronicle of want and wanderlust, this is a moving portrait of humanity—in every sense of the word.
    Zum Buch
  • Algorithms - cover

    Algorithms

    Panos Louridas

    • 0
    • 0
    • 0
    Digital technology runs on algorithms, sets of instructions that describe how to do something efficiently. Application areas range from search engines to tournament scheduling, DNA sequencing, and machine learning. Arguing that every educated person today needs to have some understanding of algorithms and what they do, in this volume in the MIT Press Essential Knowledge series, Panos Louridas offers an introduction to algorithms that is accessible to nonspecialists. Louridas explains not just what algorithms are but also how they work, offering a wide range of examples and keeping mathematics to a minimum. 
     
     
     
    After discussing what an algorithm does and how its effectiveness can be measured, Louridas covers three of the most fundamental applications areas: graphs, which describe networks, from eighteenth-century problems to today's social networks; searching, and how to find the fastest way to search; and sorting, and the importance of choosing the best algorithm for particular tasks. He then presents larger-scale applications: PageRank, Google's founding algorithm; and neural networks and deep learning. Finally, Louridas describes how all algorithms are nothing more than simple moves with pen and paper, and how from such a humble foundation rise all their spectacular achievements.
    Zum Buch
  • The Python Programming Revolution - Scripting Success: Practical Approaches to Python Programming - cover

    The Python Programming...

    David Lee

    • 0
    • 0
    • 0
    "The Python Programming Revolution: Scripting Success: Practical Approaches to Python Programming" is the bible of learning by practical, hands-on approaches so that the real-world problem may be solved using this book. It is the book one needs in order to develop a deep and accessible roadmap to success in programming for everyone with any experience, from complete beginners who are hoping to dip their toes into the world of coding to seasoned pros looking to sharpen their Python skills. 
    It is a book that shall equip you with the skills and knowledge required for everything from learning Python's fundamentals and syntax to deeper studies of the complex subjects this language entails, like data structures, object-oriented programming, and interaction with other libraries. This is because, through concise explanations, coding exercises, and real-world applications in every chapter, you can learn Python and use it effectively for automation, web development, and data analysis. 
    "The Python Programming Revolution" demystifies complex concepts with an approach ease and an emphasis on usability, so it is suitable for any level of student. You will be able to utilize the power of Python under these pages to achieve your objectives in coding personal projects and professional activities your first program to those most troublesome tasks. 
    It is time to join the Python programming revolution and have improved capability in coding toward successful application of the scripting in the real world.
    Zum Buch
  • Radically Human - How New Technology Is Transforming Business and Shaping Our Future - cover

    Radically Human - How New...

    H. James Wilson, Paul R. Daugherty

    • 0
    • 0
    • 0
    Technology advances are making tech more . . . human, changing everything you thought you knew about innovation and strategy. 
     
      
     
    In their groundbreaking book Human + Machine, Accenture technology leaders Paul Daugherty and H. James Wilson showed how leading organizations use the power of human-machine collaboration to transform their businesses and their bottom lines. Now those companies and other pioneers across industries are reshaping the very nature of innovation. 
     
     
     
    In Radically Human, Daugherty and Wilson show this profound shift—how artificial intelligence is becoming less artificial and more intelligent. How, instead of data-hungry approaches to AI, innovators are pursuing data-efficient approaches that enable machines to learn as humans do. And how, instead of replacing workers with machines, they are unleashing human expertise to create human-centered AI. 
     
     
     
    Leading companies use these fresh approaches to the basic building blocks of business—Intelligence, Data, Experience, Architecture, and Strategy (IDEAS)—to transform competition, optimize post-pandemic approaches to work and talent, and show the way toward a sustainable future. With compelling insights and fresh examples from a variety of industries, Radically Human will forever change the way you think about, practice, and win with innovation.
    Zum Buch
  • The Aging Revolution - The History of Geriatric Health Care and What Really Matters to Older Adults - cover

    The Aging Revolution - The...

    Michael J. Dowling, Charles...

    • 0
    • 0
    • 0
    A history of aging in the United States and an innovative blueprint for revolutionizing care for older adults from Northwell Health, New York’s largest health care system. The New York Times described Dr. Robert Butler as “the man who saw old age anew.” In his 1975 book Why Survive: Being Old in America, Butler argued that for far too many people old age was “a period of quiet despair . . . and muted rage” and he set out to mitigate it. Nearly five decades since he penned his book, a devoted band of brilliant physicians and others in the healthcare field have realized at least a portion of Butler’s dream: to recognize and alleviate suffering among the aging. 
    The Aging Revolution is the story of Butler and his disciples: women and men who saw older distressed adults in hospitals and homes, and worse: being ignored by most of the medical establishment. These revolutionaries could not ignore the suffering, and they set out—individually and collectively—to create entirely new ways of caring for aging adults to ease their suffering and improve their quality and length of life. 
    This revelatory book tells a story never-before told in its entirety, recounting the one of the most significant periods of improvement in American medical history. Readers will learn about pioneering individuals, concepts, and ideas that have improved the lives of millions, including: the women who placed the spotlight on delirium and falls—major issues for older adults; the campaign to build and spread Geriatric and Palliative Care; the small bands of doctors who worked the halls of Congress to create a new program that provides primary care along with home visits from healthcare professionals; and the New York-based foundation that has devoted its mission and millions exclusively to improving care and quality of life for aging adults. 
    Today, as a result, chronic conditions that almost always accompany old age are far more manageable. Older people enjoy more options for work and professional development, for education, for leisure and travel, for sports and maintaining physical strength and mobility. For increasing numbers of Americans, life is healthier and richer in the experiences that matter most. 
    Yet, aging in America can still be a challenge and, too often, particularly for the poor, a painful struggle. The range of mental and physical well-being has almost infinite variations: ninety-year-olds running marathons; sixty-five-year-olds incapacitated by stroke. While this book celebrates the incredible progress and strides made in this field, it also highlights areas that need improvement. The authors lay out specific steps that, if implemented, could ignite the aging revolution and diminish the total volume of older adults suffering in America.
    Zum Buch