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Introduction to Generative AI in Finance
Coursera Instructor Network

Introduction to Generative AI in Finance

Shashank Vailaya

位教师:Shashank Vailaya

5,209 人已注册

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
3.6

(53 条评论)

初级 等级

推荐体验

4 小时 完成
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
3.6

(53 条评论)

初级 等级

推荐体验

4 小时 完成
灵活的计划
自行安排学习进度

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 AI-Powered Finance: Forecasting, Planning & Reporting 专项课程 专项课程的一部分
在注册此课程时,您还会同时注册此专项课程。
  • 向行业专家学习新概念
  • 获得对主题或工具的基础理解
  • 通过实践项目培养工作相关技能
  • 获得可共享的职业证书

该课程共有4个模块

This module provides an introduction to the course and its syllabus, laying the foundation for your learning journey. The introductory video offers insights into the skills and knowledge you will gain, while the course overview outlines key components and core values to deepen your understanding of the concepts.

涵盖的内容

1个视频1篇阅读材料1个插件

In this foundational lesson, you will explore the core concepts of generative AI and its transformative potential in the finance industry. You'll learn about different types of generative AI models relevant to finance, such as those used for predictive analytics, risk assessment, and personalized financial services. Through examples and case studies from leading financial institutions, you'll gain insights into how these AI-powered tools are reshaping financial strategies and workflows. You'll discover current applications in areas like algorithmic trading, fraud detection, and customer service automation. By the end of the lesson, you'll be able to recognize opportunities for implementing generative AI in various financial contexts and understand its potential benefits and limitations. This lesson sets the stage for a more in-depth exploration of AI applications in finance in subsequent modules.

涵盖的内容

2个视频2篇阅读材料1个作业1个插件

In this practical lesson, you will explore hands-on applications of generative AI tools in fundamental financial processes. You'll discover how AI can streamline tasks in accounting, payroll management, and financial reporting. Through step-by-step demonstrations and real-world examples, you'll gain experience in using AI to generate financial reports, automate bookkeeping entries, and assist with payroll calculations. You'll also learn how to evaluate the output of these tools and refine them to ensure accuracy and compliance with financial regulations. By the end of this lesson, you'll be able to confidently use basic generative AI tools to enhance efficiency in routine financial tasks and understand how to integrate them into your existing financial workflows.

涵盖的内容

3个视频1篇阅读材料2个作业

In this final lesson, you will explore strategies for integrating generative AI into existing financial processes and workflows, with a focus on implementation, regulatory challenges, and future trends. Through case studies and expert insights, you'll learn how to strategically implement AI in key financial areas such as risk assessment, fraud detection, and financial forecasting. You'll gain a deep understanding of the complex regulatory landscape surrounding AI in finance, including compliance issues and strategies for meeting regulatory requirements. The lesson concludes with a forward-looking perspective on the future of AI in finance, helping you prepare for emerging trends and chart your path forward in this rapidly evolving field. By the end of this lesson, you'll be equipped to develop a strategic, compliant, and future-oriented approach to AI integration in your financial operations.

涵盖的内容

3个视频2个作业1个插件

获得职业证书

将此证书添加到您的 LinkedIn 个人资料、简历或履历中。在社交媒体和绩效考核中分享。

位教师

授课教师评分
3.7 (23个评价)
Shashank Vailaya
Coursera Instructor Network
2 门课程6,882 名学生

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¹ 本课程的部分作业采用 AI 评分。对于这些作业,将根据 Coursera 隐私声明使用您的数据。