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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/wharton-ai-application-insurtech-real-estate-technology
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课程名称：人工智能、保险科技与房地产科技的应用 课程概述：在这门课程中，您将学习到保险科技（InsurTech）和房地产科技（Real Estate Tech）中应用的人工智能（AI）和机器学习（ML）等新兴技术。沃顿商学院的Chris Geczy教授设计了这门课程，旨在帮助您理解保险和房地产科技的复杂世界，以及金融科技（FinTech）在行业未来中的作用。通过对人工智能和机器学习的研究与分析，您将了解到保险科技如何重新定义保险行业。同时，您将探索保险科技公司的分类及其市场规模，并分析金融科技的专项知识，Warren Pennington将来自Vanguard进行讲解。课程结束时，您将能够识别各种保险与房地产科技公司中的新兴AI、机器学习和金融科技，及其在未来金融和投资中的影响。 课程大纲： 模块1：保险科技 在这一模块中，您将识别保险行业所采用的关键新兴技术，并深入了解人工智能和机器学习在保险科技中的应用。您将讨论保险科技在产品设计和索赔管理中的创新方法，分析保险科技公司的不同细分方式，并探索微保险和全能保险科技公司的案例。通过这一模块，您将更清楚地理解保险科技及新兴技术如何增加保险市场的价值。 模块2：房地产科技 在此模块中，您将研究房地产科技的基础知识，包括市场背景、定义和市场规模。您将深入了解房地产市场中，由房地产科技引发的颠覆性变化，学习Zillow和WeWork等公司的案例分析。您还将探索住宅和商业房地产科技中的趋势和实例，如Blend、Lending Home 和 Cadre。完成此模块后，您将对房地产科技的全景和关键财务目标有更深入的理解。 模块3：人工智能 本模块将带您了解人工智能的基础及其在金融科技行业的应用案例。您将考察人工智能的背景和市场规模，并分析主要应用案例的预测。您将学习金融科技中的人工智能关键应用案例，并讨论Vanguard个人顾问服务和IBM Watson如何在保险科技公司中应用机器学习。到模块结束时，您将对人工智能的用途及其在金融科技行业的影响有更全面的认识。 模块4：案例研究 此模块旨在为您提供机会探索全球成功的金融科技组织，并学习它们如何将金融科技的优势融入其组织中。Vanguard投资管理团队的负责人Warren Pennington与Wealthfront的联合创始人兼执行主席Andy Rachleff将为您深入解析他们的组织及金融科技的应用与未来发展。完成该模块后，您将更好地理解金融科技在公司中的实际应用。
Name:Module 1: InsurTech
Description:In this module, you’ll identify what key emerging technologies are being leveraged by the insurance industry. You’ll gain a deeper understanding of how artificial intelligence and machine learning technologies are utilized in InsurTech. You’ll discuss the methodology behind InsurTech’s innovations in the industry, from product design to claims management. You’ll also analyze the different ways of segmenting InsurTech firms and explore examples of microinsurance and full-enabled Insurtech firms. By the end of this module, you’ll have a more clearly defined understanding of Insurtech and how emerging technologies are increasing the value of the insurance market.
Name:Module 2: Real Estate Tech
Description:In this module, you’ll examine the fundamentals of Real Estate Technology. You’ll closely examine the background, definition, and size of the real estate tech market. You’ll gain a deeper understanding of the disruption that is happening in the real estate market through Real Estate Tech by studying examples such as Zillow and WeWork. You’ll also explore the trends and examples in residential and commercial real estate tech such as Blend, Lending Home, and Cadre. By the end of this module, you will gain a better understanding of the landscape and key financial goals of Real Estate Tech.
Name:Module 3: Artificial Intelligence
Description:In this module, you’ll be introduced to the foundations of Artificial Intelligence and its use cases in the Financial Tech industry. You’ll begin by examining the background and market size of AI, and analyze the forecast of top use cases for AI. You’ll learn key use cases for AI in FinTech and discuss examples of AI in Robo-Advising such as Vanguard Personal Advisor Services and Machine Learning in InsurTech Companies such as IBM Watson. By the end of this module, you’ll have a richer understanding of AI, its uses and its impact in the fintech industry.
Name:Module 4: Case Studies
Description:This module was designed to provide you with an opportunity to explore successful FinTech organizations around the world and learn how they integrated the benefits of FinTech into their organization. Warren Pennington, Principal in Vanguard’s Investment Management Group, and Andy Rachleff, Co-Founder and Executive Chairman of Wealthfront, are here to provide you with a deeper insight into their organizations. They’ll discuss applications of FinTech and the future of FinTech. By the end of this module, you’ll gain a better understanding of the practical applications of FinTech in a company.
In this course, you’ll learn about the emerging technologies in Artificial Intelligence and Machine Learning that are utilized in InsurTech and Real Estate Tech. Professor Chris Geczy of the Wharton School has designed this course to help you navigate the complex world of insurance and real estate tech, and understand how FinTech plays a role in the future of the industry. Through study and analysis of Artificial Intelligence and Machine Learning, you’ll learn how InsurTech is redefining the insurance industry. You’ll also explore classifications of insurtech companies and the size of the InsurTech, Real Estate Tech, and AI markets. You will also explore FinTech specialties with Warren Pennington from Vanguard. By the end of this course, you’ll be able to identify emerging technologies of AI, Machine Learning, and Financial Technologies from a variety of insurance and real estate tech companies and their impact in the future of finance and investments.
