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Generative AI & Governmental Financial Reporting · LearnSpace
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Generative AI & Governmental Financial Reporting

Курс от Rutgers the State University of New Jersey
Средний≈ 7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course explores how Generative AI, particularly Large Language Models (LLMs), can transform governmental reports and accounting practices. You will learn how AI can optimize financial data extraction, improve decision-making, and enhance the efficiency of accounting processes. The course addresses key questions such as: • How can LLMs be used to process and analyze financial reports? • What are the challenges of implementing AI in accounting? • How can AI-driven frameworks improve accuracy and efficiency in financial reporting? By the end of the course, you’ll understand how AI-powered tools can automate data extraction, integrate workflows, and improve financial decision-making. This course is designed for: • Accounting and finance professionals looking to integrate AI into their workflows. • Governmental financial analysts and auditors handling large datasets. • AI and data science professionals interested in applications of LLMs in financial reporting. • Students and researchers in accounting, finance, or AI-related fields. Learners with any background are welcome. However, Basic knowledge of accounting principles and financial reporting, familiarity with AI concepts and programming (e.g., Python) are recommended.

Навыки, которые вы освоите

Prompt EngineeringLarge Language ModelingLLM ApplicationRobotic Process AutomationAI IntegrationsAutomationData ProcessingGeneral AccountingFinancial DataApplication Programming Interface (API)Data CaptureGovernmental AccountingArtificial IntelligenceGenerative AIAccountingScalabilityUnstructured Data

Программа курса

4 модулей · 36 учебных материалов

01 Introduction to Generative AI and LLMs in Accounting 9 материалов

Lecture

Welcome, Agenda and IntroducationВидеоCourse SyllabusЧтениеThe Development of GPT ModelsВидеоLarge Language Models and AccountingВидео

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Huaxia Li

Преподаватель курса

Generative AI & Governmental Financial Reporting
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Обучение на Coursera

≈ 7 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский, Венгерский

Часть программы вашего университета
Skill Gaps, Prompt Engineering and EvolutionВидео
AI in AccountingЧтение
LLM Opportunity for An AccountantОбсуждение
Introduction to LLMsЗадание
LLMs and AccountingЗадание
02Methods of Implementing LLMs in Accounting 9 материалов
UI MethodВидеоAPI MethodВидеоRobotic Process Automation (RPA)ВидеоAPI-RPA IntegrationВидеоChoosing the Right MethodВидеоImplementing LLMs Efficiently and SuccessfullyЧтениеImplementation Methods and Long-term OutlookОбсуждениеUI and API MethodsЗаданиеRobotic Process Automation (RPA)Задание
03Extracting Financial Data from Unstructured Sources 10 материалов
Introduction to Unstructured DataВидеоData PreparationВидеоPrompt Engineering TechniquesВидеоBatch Querying and Database ConstructionВидеоAn Example - Extracting Annual Comprehensive Financial ReportsВидеоAn Example - Extracting ESG Report DataВидеоUse Case of AI in AccountingЧтениеPrompt DesignОбсуждениеUnstructured Data PreparationЗаданиеPrompt EngineeringЗадание
04 Evaluating Framework Performance 8 материалов
Accuracy and Efficiency on Governmental and ESG ReportsВидеоExamples and Identifying ErrorsВидеоLimitation, Considerations and SummarizationВидеоAI in Financial ReportingЧтениеContinuous ImprovementОбсуждениеAccuracy and Efficiency on Governmental and ESG ReportsЗаданиеLLM Application ExampleЗаданиеFinal ExamЗадание