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ESG Data & Accountability · LearnSpace
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ESG Data & Accountability

Курс от Interactive Brokers
Начальный≈ 20.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this course, we’ll introduce students with basic knowledge of traditional financial products to data-driven resources they can use to complement their fundamental analysis. We’ll also highlight certain deceptive marketing practices that can paint a rosier picture of addressing ESG-related concerns than may actually be the case. Moreover, many corporations appear to be growing increasingly aware of the values of the millennial generation, who, according to some industry surveys, appear to account for the vast majority of those who cite ESG as a central goal in their investment plans. We’ll dive more deeply into these topics, and through a series of video, webinar, and reading modules, among other objectives, you’ll learn to explain how Big Data and artificial intelligence may be used for actionable accountability, and describe inherent challenges in data analysis, as well as differentiate between different forms of deceptive business practices, including green washing, social washing, and pink washing, You’ll also be able to provide insights about how millennial, and younger, investors’ interests may be driving increased attention on ESG investing.

Навыки, которые вы освоите

Environmental Social And Corporate Governance (ESG)Big DataArtificial IntelligenceNatural Language ProcessingPortfolio ManagementData QualityUnstructured DataData-Driven Decision-MakingAnalyticsData CollectionMarket DataFinancial MarketMachine LearningFinancial DataInvestment ManagementInvestmentsDue DiligenceBusiness Ethics

Программа курса

8 модулей · 56 учебных материалов

01Using Advanced Technology for Further Analysis 6 материалов

ESG's Origins & Evolution

Big Data & ESG Accountability – Course OverviewВидеоBig Data & Impact ToolsВидеоBig Data & Impact Tools - Study NotesЧтениеUsing Advanced Technology for Further Analysis - Quiz

Учитесь у экспертов

Steven Levine

Senior Market Analyst

ESG Data & Accountability
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 20.4 ч

8 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Польский

Часть программы вашего университета
Задание
HBS - Corporate Resilience & Response During COVID-19Чтение
IBKR - ESG Scores from RefinitivЧтение
02Exploring Investment Sentiment Signals: Industry Insights from Sentifi (Parts 1-3)5 материалов

Four Characteristics of Quality Data Sets

Sentifi - Handout PresentationЧтение Four Characteristics of Quality Data SetsВидео

Distilling Alternative Data with Machine Learning Models

Distilling Alternative Data with Machine Learning ModelsВидео

Assessing Dynamic Exposure

Assessing Dynamic ExposureВидеоExploring Investment Sentiment Signals: Industry Insights from Sentifi (Parts 1-3) - QuizЗадание
03Exploring Investment Sentiment Signals: Industry Insights from Sentifi (Parts 4-6)9 материалов

Closing the Timeliness Gap

Closing the Timeliness GapВидео

ESG Events & Asset Valuations

ESG Events & Asset ValuationsВидеоCNBC - Nestle and Cargill win child slavery case at Supreme Court (June 2021)ЧтениеNestlé - Creating Shared Value Report (2020)ЧтениеNestlé - How is Nestlé tackling child labor risk ЧтениеStanford Social Innovation (July 2021)ЧтениеNestlé - Screening Stocks Based on Human Rights Concerns - Practical AssessmentВзаимная проверка

Portfolio Rebalancing

Portfolio RebalancingВидеоExploring Investment Sentiment Signals: Industry Insights from Sentifi (Parts 4-6) - QuizЗадание
04Exploring Investment Sentiment Signals: Industry Insights from Sentifi (Parts 7-8)3 материалов

Q&A: On Investment Sentiment Signals & Source Credibility

Q&A: On Investment Sentiment Signals & Source CredibilityВидео

Q&A: Addressing the Actionability of Alternative Data & Technology Concerns

Q&A: Addressing the Actionability of Alternative Data & Technology ConcernsВидеоExploring Investment Sentiment Signals: Industry Insights from Sentifi (Parts 7-8) - QuizЗадание
05Big Data & Accountability: Industry Insights - Panel Discussion (Parts 1-3) 5 материалов

Toward a Standard Definition of ESG

Toward a Standard Definition of ESGВидеоDefining ESG Investing - Practical AssessmentВзаимная проверка

Using Data Science for ESG Investing Decisions

Using Data Science for ESG Investing DecisionsВидео

Collecting and Analyzing ESG Data with Advanced Technology

Collecting and Analyzing ESG Data with Advanced TechnologyВидеоBig Data & Accountability: Industry Insights - Panel Discussion (Parts 1-3) - QuizЗадание
06Big Data & Accountability: Industry Insights - Panel Discussion (Parts 4-6) 5 материалов

Considerations About Materiality

Considerations About MaterialityВидеоHBS - What Does an ESG Score Really Say About a Company (July 2021)Чтение

Investor Sentiment Swing

Investor Sentiment SwingВидео

Connecting ESG with Impact

Connecting ESG with ImpactВидеоBig Data & Accountability: Industry Insights - Panel Discussion (Parts 4-6) - QuizЗадание
07Big Data & Accountability: Industry Insights - Panel Discussion (Parts 7-8) 9 материалов

Thoughts on the Future of ESG Investing

Thoughts on the Future of ESG InvestingВидео

Q&A: On Use Cases for ESG Data & AI Factor Interpretation

Q&A: On Use Cases for ESG Data & AI Factor InterpretationВидеоBig Data & Accountability: Industry Insights - Panel Discussion (Parts 7-8) - QuizЗаданиеSEC - Coates - On ESG DisclosuresЧтениеESG Disclosures: Challenges & Solutions - Practical AssessmentВзаимная проверка

ESG Accountability

ESG AccountabilityВидеоESG Accountability - Study NotesЧтениеESG Accountability - QuizЗадание

ESG Investing: Financial Decisions in Flux – Key Takeaways

ESG Investing: Financial Decisions in Flux – Key TakeawaysВидео
08Reading Reinforcements 14 материалов

Reading Reinforcements

Reading ReinforcementsВидеоS&P Global - How can AI help ESG investing (Feb 2020)ЧтениеS&P Global - How can AI help ESG investing - QuizЗадание

Further Insights Into ESG Accountability

Corpwatch - A Brief History of Greenwashing (Mar 2001)ЧтениеLaw Article - Chevron & GreenwashingЧтениеCaltech - Getting the Lead Out (Sept 2015)ЧтениеAtlantic - How Tobacco Companies Contest the Scientific Consensus (May 2016)ЧтениеAGCM - Eni Fine (Jan 2020)ЧтениеVox - Are plastic Solo cups and Tide containers recyclable - or greenwashed (Aug 2021)ЧтениеUSA Today - ESG, Sustainable Investing - Not As Green As Touted (Jan 2021)Чтение

Further Research / Outlooks

EY - How to realize the full potential of ESG-plusЧтениеFT - ESG outperformance looks set to end, study suggests (July 2021)ЧтениеFT - ESG outperformance narrative is flawed, new research shows (May 2021)ЧтениеWSJ - Fired Exec Says DB DWS Overstated Sustainable-Investing (Aug 2021)Чтение