Are you aware that generative AI is rapidly reshaping the financial services landscape? This groundbreaking technology is transforming how we analyze markets, manage risks, and tailor financial products, opening up unprecedented avenues for efficiency and innovation in the finance sector.
Expérience recommandée
Compétences que vous acquerrez
- Catégorie : Applying generative AI tools for financial modeling
- Catégorie : Analyzing AI impact on financial workflows
- Catégorie : Developing personalized investment strategies using AI
- Catégorie : Evaluating AI capabilities for financial applications
- Catégorie : Identifying strategic opportunities for AI in finance
Détails à connaître
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décembre 2024
4 devoirs
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Il y a 4 modules dans ce cours
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.
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1 vidéo1 lecture
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.
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2 vidéos2 lectures1 devoir
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.
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3 vidéos2 lectures1 devoir
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.
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3 vidéos2 devoirs
Instructeur
Offert par
Recommandé si vous êtes intéressé(e) par Finance
SkillUp EdTech
Johns Hopkins University
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