آموزش اصول هوش مصنوعی مولد برای امور مالی و حسابداری - آخرین آپدیت

Foundations of Generative AI for Finance and Accounting Foundations of Generative AI for Finance and Accounting

• Specialization Introduction Specialization Introduction

• Course Introduction Course Introduction

• Basics of Generative AI Basics of Generative AI

• AI Applications in Finance and Accounting AI Applications in Finance and Accounting

• Finance and Accounting Process Bottlenecks Finance and Accounting Process Bottlenecks

• What is Prompt Engineering? What is Prompt Engineering?

• Anatomy of High Performing Prompts Anatomy of High-Performing Prompts

• The SMART Framework for AI Prompting The SMART Framework for AI Prompting

• Applying Prompts in Financial Analysis Applying Prompts in Financial Analysis

• Prompt Support for Accounting Operations Prompt Support for Accounting Operations

• Common Prompt Pitfalls and Solutions Common Prompt Pitfalls and Solutions

• Demonstration: Chain of Thought Prompting for Financial Analysis Demonstration: Chain-of-Thought Prompting for Financial Analysis

• Demonstration: Role Based Prompting in Financial Contexts Demonstration: Role-Based Prompting in Financial Contexts

• Demonstration: Iterative Prompt Refinement Demonstration: Iterative Prompt Refinement

• Demonstration: Prompting for Structured Financial Outputs Demonstration: Prompting for Structured Financial Outputs

AI Powered Financial and Accounting Data Analysis &Reporting AI-Powered Financial and Accounting Data Analysis & Reporting

• Importance of Data Preprocessing in Finance Importance of Data Preprocessing in Finance

• Data Cleaning and Normalization Techniques Data Cleaning and Normalization Techniques

• Handling Missing, Duplicate, and Noisy Financial Data Handling Missing, Duplicate, and Noisy Financial Data

• Demonstration: Miro AI to Build Financial Planning &Analysis Workflows Demonstration: Miro AI to Build Financial Planning & Analysis Workflows

• AI in Financial Data Classification and Organization AI in Financial Data Classification and Organization

• Generating Financial Summaries with AI Generating Financial Summaries with AI

• AI Assisted Variance Analysis AI-Assisted Variance Analysis

• Demonstration: Building Financial Reports with Notion AI Demonstration: Building Financial Reports with Notion AI

• Creating Financial Commentary with AI Creating Financial Commentary with AI

• AI for Trend Analysis and Pattern Recognition AI for Trend Analysis and Pattern Recognition

• Demonstration: Analyzing a Q1 Financial Performance Brief with NotebookLM Demonstration: Analyzing a Q1 Financial Performance Brief with NotebookLM

AI Driven Budgeting, Forecasting, and Financial Planning AI-Driven Budgeting, Forecasting, and Financial Planning

• Building Budgets with AI Assistance Building Budgets with AI Assistance

• AI Generated Budget Templates and Modifications AI-Generated Budget Templates and Modifications

• Dynamic Budget Adjustments with AI Dynamic Budget Adjustments with AI

• Demonstration: Creating Financial Presentations with Gamma AI Demonstration: Creating Financial Presentations with Gamma AI

• AI Powered Financial Forecasting AI-Powered Financial Forecasting

• Scenario Analysis with AI Scenario Analysis with AI

• Demonstration: Building Financial Models with AI Demonstration: Building Financial Models with AI

• AI for Cash Flow Predictions AI for Cash Flow Predictions

• Risk Assessment in Financial Planning Risk Assessment in Financial Planning

• AI for Stress Testing and Extreme Scenarios AI for Stress Testing and Extreme Scenarios

Course Wrap Up and Assessment Course Wrap-Up and Assessment

• Course Summary Course Summary