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所在平台: Udemy |
课程主页: https://www.udemy.com/course/financial-modelling-with-generative-ai/
课程评论：没有评论
课程名称：使用生成性人工智能进行财务建模 课程概述：随着生成性人工智能的崛起，财务建模领域正在经历一场变革。这项前沿技术使财务专业人士和会计师能够创建更准确的预测，进行稳健的风险评估，并构建动态的财务模型，以应对不断变化的经济环境。本综合课程旨在使您掌握运用生成性人工智能在财务建模实践中的知识和技能。您将深入了解生成性人工智能模型的工作原理及其在财务应用中相较于传统人工智能的独特优势。 在整个课程中，您将探索财务数据与生成性人工智能的集成，学习数据清理、准备和特征工程的最佳实践。我们将深入探讨高级预测技术，使您能够生成现实的财务预测和市场情景，同时考虑外部因素。 您将掌握被生成性人工智能赋能的风险评估和情景分析工具，能够模拟投资组合风险、压力测试财务模型，并为各种市场条件做好准备。课程强调构建能够实时适应的动态财务模型的能力。这些模型将增强预算编制、投资分析和财务报告，从而支持更好的决策。 最后，我们将关注金融中负责任和伦理AI的关键方面。您将培养识别和减轻生成性财务模型中偏见的能力，确保在人工智能应用中的公平性、透明度和问责制。 此课程适合希望利用下一代技术来简化建模、增强预测、改善风险管理并推动更好财务结果的财务专业人士和会计师。
The world of financial modeling is undergoing a transformative shift with the rise of generative AI. This cutting-edge technology empowers finance professionals and accountants to create more accurate forecasts, conduct robust risk assessments, and build dynamic financial models that adapt to the ever-evolving economic landscape.This comprehensive course is designed to equip you with the knowledge and skills to harness the power of generative AI in your financial modeling practices. You'll gain a deep understanding of how generative AI models work and how they offer distinct advantages over traditional AI approaches for financial use cases.Throughout the course, you'll explore the integration of financial data with generative AI, learning best practices for data cleaning, preparation, and feature engineering. We'll delve into advanced forecasting techniques, enabling you to generate realistic financial projections and market scenarios while incorporating external factors.You'll master risk assessment and scenario analysis tools empowered by generative AI, empowering you to simulate portfolio risks, stress-test financial models, and prepare for various market conditions.The course emphasizes the ability to construct dynamic financial models that can adapt in real-time. You'll learn how these models enhance budgeting, investment analysis, and financial reporting for better decision-making.Finally, we'll address the critical aspects of responsible and ethical AI in finance. You'll develop the ability to identify and mitigate biases in your generative financial models while ensuring fairness, transparency, and accountability in the application of AI.This course is ideal for finance professionals and accountants who are eager to leverage next-generation technologies to streamline modeling, enhance forecasting, improve risk management, and drive better financial outcomes.
