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Generative AI Essentials for Finance and Accounting · LearnSpace
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Generative AI Essentials for Finance and Accounting

Курс от Edureka
Начальный≈ 11 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This program explores Generative AI in Finance, equipping analysts, FP&A professionals, accountants, and finance leaders with the skills to automate workflows, generate deeper insights, and build AI-powered financial planning and reporting solutions. You’ll begin by mastering the foundations of Generative AI, prompt engineering basics, and advanced prompting techniques for financial analysis, structured outputs, and role-based financial scenarios, using tools like ChatGPT, Claude, Google AI Studio. You’ll then advance to AI-powered Financial Data Analysis and Reporting, applying Miro AI for FP&A workflow design, Notion AI for automated reporting and variance summaries, and NotebookLM for extracting insights, commentary, and analytical storylines from financial documents. Next, you’ll explore AI-driven Budgeting, Forecasting, and Scenario Planning, using ChatGPT and Excel AI plugins to build financial models, and Gamma AI to create dynamic, presentation-ready financial narratives. By the end of this program, you will be able to: - Define Generative AI fundamentals and how it applies to modern finance. - Use ChatGPT, Claude, and Google AI Studio to automate analysis and reporting. - Craft and refine prompts for structured outputs, forecasting, and scenario insights. - Build FP&A workflows, reports, and commentary with Miro AI, Notion AI, and NotebookLM. - Create AI-driven budgets, financial models, and scenarios using ChatGPT and Excel AI plugins. - Produce executive-ready financial presentations with Gamma AI. - Implement AI-driven financial operations for greater accuracy, speed, and strategic impact. This program is designed for FP&A analysts, finance managers, accountants, and business leaders aiming to integrate Generative AI into financial operations, planning, and reporting. A foundation in financial analysis, Excel, and business reporting will help maximize your learning experience. Learners require a reliable internet connection, a modern web browser, and access to commonly used AI and productivity tools; no specialized hardware or software installation is necessary. Join us to unlock the full potential of Generative AI in Finance, and transform the way you analyze data, build models, and deliver insights with next-generation AI systems.

Навыки, которые вы освоите

Generative AIPrompt EngineeringCash FlowsData ProcessingCash Flow ForecastingAccountingPrompt Engineering ToolsMiro AIFinancial Accounting

Программа курса

4 модулей · 71 учебных материалов

01Foundations of Generative AI for Finance and Accounting27 материалов

Introduction to Generative AI in Finance and Accounting

Specialization IntroductionВидеоCourse IntroductionВидеоCourse OverviewЧтениеWhat You Know About Generative AI in Finance?DIALOGUE

Учитесь у экспертов

Edureka

Преподаватель курса

Generative AI Essentials for Finance and Accounting
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Обучение на Coursera

≈ 11 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Индонезийский, Испанский, Дари, Японский

Часть программы вашего университета
Basics of Generative AIВидео
AI Applications in Finance and AccountingВидео
Finance and Accounting Process BottlenecksВидео
Foundations for Responsible and Effective Use of Generative AIЧтение
Introduce YourselfОбсуждение
Practice Assignment: Introduction to Generative AI in Finance and AccountingЗадание

Prompt Engineering for Finance and Accounting Tasks

What is Prompt Engineering?ВидеоAnatomy of High-Performing PromptsВидеоThe SMART Framework for AI PromptingВидеоApplying Prompts in Financial AnalysisВидеоPrompt Support for Accounting OperationsВидеоCommon Prompt Pitfalls and SolutionsВидеоOperationalizing Prompt Engineering for Reliable AI Outcomes ЧтениеPractice Assignment: Prompt Engineering for Finance and Accounting TasksЗадание

Advanced Prompting Techniques for Financial and Accounting Analysis

Demonstration: Chain-of-Thought Prompting for Financial AnalysisВидеоDemonstration: Role-Based Prompting in Financial ContextsВидеоDemonstration: Iterative Prompt RefinementВидеоDemonstration: Prompting for Structured Financial OutputsВидеоAdvanced Prompt Governance and Reliability in Finance and AccountingЧтениеPractice Assignment: Advanced Prompting Techniques for Financial and Accounting AnalysisЗадание

Module Wrap-Up and Assessment

Module Summary: Foundations of Generative AI for Finance and AccountingЧтениеApplying Prompt Engineering to Financial AnalysisDIALOGUEKnowledge Check: Foundations of Generative AI for Finance and AccountingЗадание
02AI-Powered Financial and Accounting Data Analysis & Reporting20 материалов

Preparing Financial and Accounting Data for AI Analysis

Importance of Data Preprocessing in FinanceВидеоData Cleaning and Normalization TechniquesВидеоHandling Missing, Duplicate, and Noisy Financial DataВидеоDemonstration: Miro AI to Build Financial Planning & Analysis WorkflowsВидеоBest Practices for Financial Data PreprocessingЧтениеPractice Assignment: Preparing Financial and Accounting Data for AI AnalysisЗадание

AI-Driven Financial and Accounting Data Processing

AI in Financial Data Classification and OrganizationВидеоGenerating Financial Summaries with AIВидеоAI-Assisted Variance AnalysisВидеоDemonstration: Building Financial Reports with Notion AIВидеоAI Tools for Financial Data AnalysisЧтениеPractice Assignment: AI-Driven Financial and Accounting Data ProcessingЗадание

AI-Generated Financial and Accounting Insights & Commentary

Creating Financial Commentary with AIВидеоAI for Trend Analysis and Pattern RecognitionВидеоDemonstration: Analyzing a Q1 Financial Performance Brief with NotebookLMВидеоAI-Enhanced Financial Analysis and InsightsЧтениеPractice Assignment: AI-Generated Financial and Accounting Insights & CommentaryЗадание

Module Wrap-Up and Assessment

Module Summary: AI-Powered Financial and Accounting Data Analysis & ReportingЧтениеTransforming Financial Data into Decision-Ready Insights with AIDIALOGUEKnowledge Check: AI-Powered Financial and Accounting Data Analysis & ReportingЗадание
03AI-Driven Budgeting, Forecasting, and Financial Planning17 материалов

AI-Enabled Budgeting and Financial Planning

Building Budgets with AI AssistanceВидеоAI-Generated Budget Templates and ModificationsВидеоDynamic Budget Adjustments with AIВидеоDemonstration: Creating Financial Presentations with Gamma AIВидеоInterpreting and Optimizing AI-Driven BudgetsЧтениеPractice Assignment: AI-Enabled Budgeting and Financial PlanningЗадание

AI-Based Financial Forecasting, Scenario Analysis, and Risk Planning

AI-Powered Financial ForecastingВидеоScenario Analysis with AIВидеоDemonstration: Building Financial Models with AIВидеоAI for Cash Flow PredictionsВидеоRisk Assessment in Financial PlanningВидеоAI for Stress Testing and Extreme ScenariosВидео

Module Wrap-Up and Assessment

Module Summary: AI-Driven Budgeting, Forecasting, and Financial PlanningЧтениеHelping a Colleague Fix a Broken AI ForecastDIALOGUEKnowledge Check: AI-Driven Budgeting, Forecasting, and Financial PlanningЗадание
04Course Wrap-Up and Assessment7 материалов

Course Wrap-Up and Assessment

Final Checkpoint: Reflecting on AI in Financial TransformationDIALOGUEPractice Project: Building an AI-Powered Financial Intelligence System for FinGlobeЧтениеEnd Course Knowledge Check: Generative AI Essentials for Finance and AccountingЗаданиеDesigning an AI-Driven Financial Analysis, Reporting, and Planning SystemЗаданиеInterview: Demonstrate Mastery of Generative AI in Finance and AccountingDIALOGUECourse SummaryВидеоDescribe Your Learning JourneyОбсуждение
AI-Driven Forecasting and Scenario PlanningЧтение
Practice Assignment: AI-Based Financial Forecasting, Scenario Analysis, and Risk PlanningЗадание