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GenAI for Portfolio Managers: Smarter Asset Allocation · LearnSpace
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GenAI for Portfolio Managers: Smarter Asset Allocation

Курс от Coursera
Средний≈ 4.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this course, we’ll break down complex financial strategies using simple, practical insights. No advanced tech skills or CFA charter required! You’ll discover how Generative AI can: 1. Help you ask better questions when creating an Investment Policy Statement (IPS). 2. Simplify Strategic Asset Allocation (SAA) by matching risk-return objectives with asset choices. 3. Identify low-correlation assets for smarter diversification and reduced risk. 4. Assist in portfolio monitoring and rebalancing with real-time data insights. Learn not only how to use GenAI but also the ethical practices to build trust and compliance in portfolio management. Why GenAI for Portfolio Management? Investment firms are already using AI-driven tools for better risk management, asset allocation, and client profiling. If you’re not exploring this yet, you’re missing a critical edge. To get the most out of this course, learners should have a foundational understanding of portfolio management concepts and the need for investment analysis. While no programming skills are required, a basic ability to interact with AI tools like ChatGPT will be beneficial. If you’ve ever used a chatbot or typed a prompt to get financial insights, you’re already on the right track. This course is designed for professionals and learners across the financial ecosystem. Whether you're a portfolio manager, investment advisor, finance professional, or an educator or student eager to explore the intersection of AI and investing, this course will give you the tools to bring AI-driven insights into your portfolio strategies. It’s especially valuable for those looking to stay ahead of industry trends and enhance decision-making with emerging technologies. By the end of the course, learners will be able to harness Generative AI to improve every stage of the portfolio management process. You’ll learn to craft customized Investment Policy Statements (IPS), develop strategic asset allocations aligned with client objectives, and apply AI tools to identify low-correlation assets for better diversification. Additionally, you’ll master the use of GenAI to monitor portfolios in real-time and rebalance them as market conditions evolve—all while maintaining ethical and client-centric practices.

Навыки, которые вы освоите

Asset ManagementPortfolio ManagementGenerative AIAI PersonalizationFinancial ServicesRisk ManagementAI EnablementPrompt PatternsRisk AppetiteAI IntegrationsInvestment ManagementPortfolio RiskCorrelation AnalysisResponsible AIData EthicsReal Time DataRisk AnalysisChatGPTLLM ApplicationContinuous Monitoring

Программа курса

1 модулей · 23 учебных материалов

01GenAI for Portfolio Managers: Smarter Asset Allocation23 материалов

Lesson 1: Creating the Investment Policy Statement (IPS)

Welcome to the Course: Course OverviewЧтениеIntroduction and Welcome ВидеоIntroduction to Portfolio Management ВидеоUnderstanding Client's Risk and Return Objectives Видео

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Starweaver

Global Leaders in Professional & Technology Education

Suresh Varma

Financial Modeling and CFA Program Trainer

GenAI for Portfolio Managers: Smarter Asset Allocation
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Обучение на Coursera

≈ 4.7 ч

1 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский, Казахский, Венгерский

Часть программы вашего университета
An Example of an Investment Policy Statement Чтение
Drafting Investment Policy Statement (IPS) Видео
Hands On Learning (HOL): Assessing Risk & Return Objectives Based on Client’s GoalsЗадание
Challenges in Creating an IPS: Balancing Goals and FlexibilityDIALOGUE

Lesson 2: VoC: Allocating Funds to Assets Using Strategic Asset Allocation (SAA)

Strategic Asset Allocation (SAA) ВидеоStrategic Asset Allocation Definition: A Practical Example ЧтениеUnderstanding Diversification with AI ВидеоSecurity Selection with GenAI ВидеоHands On Learning (HOL): Developing SAA Plans and Identifying Correlation Between Asset Classes ЗаданиеThe Challenges of DiversificationDIALOGUE

Lesson 3: Diversification, Correlation & Rebalancing

Portfolio Monitoring with AIВидеоRebalancing Strategies ВидеоRisk Management and Ethical Considerations ВидеоHands On Learning (HOL): Monitoring and Rebalancing PortfoliosЗаданиеWhat's the Best Approach for Portfolio Rebalancing?ЧтениеChallenges in Rebalancing and Risk ManagementDIALOGUECongratulations and Continuous Learning JourneyВидеоProject: Design and Analyze a Personalized Portfolio for Retirement PlanningЗаданиеGenAI for Portfolio Managers: Smarter Asset AllocationЗадание