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.
提供方
課程信息
Previous investment experience is helpful but not required.
您將學到的內容有
Draw conclusions about how Big Data and artificial intelligence can aid in ESG investing analysis, and describe inherent challenges.
Differentiate between different forms of deceptive business practices, including green washing, social washing, and pink washing.
Detail how certain investors’ interests may be driving increased attention on ESG investing.
Explain why ESG remains a work in progress and list some anticipated developments.
您將獲得的技能
- Data collection and analysis
- ESG ratings
- sentiment signals
- ESG investing disclosures
- Green washing
Previous investment experience is helpful but not required.
提供方

Interactive Brokers
Interactive Brokers is a leading online trading solution for traders, investors and advisors, with direct global access to stocks, options, futures, currencies, bonds and funds. Find our upcoming webinars at ibkrwebinars.com , daily market commentary at tradersinsight.news, and more how to courses at tradersacademy.online
授課大綱 - 您將從這門課程中學到什麼
Using Advanced Technology for Further Analysis
As conducting fundamental analysis on ESG-related issues can be quite a daunting task – especially given the massive amounts of variables that may be considered relevant – many companies and organizations have been working to establish more advanced, technological tools and scoring systems to aid in the effort. For example, certain companies, including Refinitiv, Morningstar’s Sustainalytics, FactSet-owned Truvalue Labs, and MSCI, among others, may employ artificial intelligence, with machine learning, natural language processing (NLP) and sentiment analysis algorithms to help arrive at data that may assist in ESG investing analysis. In this module, we will take a broad look at the landscape of how Big Data and certain impact tools can help guide you through making investments in the ESG space.
Exploring Investment Sentiment Signals: Industry Insights from Sentifi (Parts 1-3)
In the following webinar, “Making Informed Investment Decisions with Alternative Data “, you’ll learn how less traditional financial sources – namely investment signals from social media, news, and blogs increasingly offer meaningful insights on market momentum shifts as they occur. Among other features in this presentation, Marina Goche, chief executive officer at alternative data provider Sentifi, evaluates what constitutes “good data” for investment decision-making, how alternative data stacks up, and key considerations in selecting alternative data sources to make informed investment decisions. Goche also walks through certain characteristics of alternative data quality such as reliability, granularity, timeliness, and actionability, and how these may be used to inform investors’ buy, sell, and hold decisions.
Exploring Investment Sentiment Signals: Industry Insights from Sentifi (Parts 4-6)
The “Making Informed Investment Decisions with Alternative Data” webinar continues with Marina Goche, CEO of Sentifi, illustrating how alternative data may close the timeliness gap with traditional data sets, how investment sentiment signals from ESG events may impact asset valuations, such as a company’s stock price, and explores how investors may rebalance a portfolio using investment sentiment signals based on ESG events.
Exploring Investment Sentiment Signals: Industry Insights from Sentifi (Parts 7-8)
The “Making Informed Investment Decisions with Alternative Data” webinar continues with Marina Goche, CEO of Sentifi, fielding participants’ questions about investment sentiment signals, such as corruption, provides details about how machine learning models can help determine source credibility, and addresses how alternative data may be considered “actionable” when making investment decisions and rebalancing a portfolio. Goche also highlights certain technology features designed to handle Sentifi’s massive volume of alternative data sets.
關於 ESG Investing: Financial Decisions in Flux 專項課程
As ESG investing continues to evolve towards a global standard, certain initiatives such as the UN’s sustainable development goals, and the Paris Agreement on climate change, have already spurred significant changes across the financial markets.

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