Browsing: big data

Posts Tagged ‘ big data ’

The Alternative Imperative, Part II

Oct 25th, 2020 | Filed under: Algorithmic and high-frequency trading, Hedge Fund Strategies, Newly Added, Alternative data, The Global Economy & Currencies, Artificial Intelligence, Business News, Machine Learning, Hedge Funds, Other Topics in A.I.

By Rick Roche, CAIA, Little Harbor Advisors, LLC Part 2 of a two-part series on The Alternative Imperative in the COVID Era. In Part 2, the author tackles notorious technology laggards. This piece transitions to alternative data pioneers (Alt-Venturers) and the 4-1-1 on Alt-Data: Hype or Hope? The author dispelsRead More


The Alternative Imperative, Part 1

Oct 6th, 2020 | Filed under: Algorithmic and high-frequency trading, Hedge Fund Strategies, Newly Added, Alternative data, Technology, Artificial Intelligence, Alternative Investments in Context, Machine Learning, Hedge Funds, Other Topics in A.I.

By Rick Roche, CAIA, Managing Director of Little Harbor Advisors, LLC Part 1 of a two-part series on Alternative Investment Data (Alt-Data) in the COVID Era. In Part 1, the author makes the case for high-frequency, short-interval Alt-Data while discussing three primary drawbacks of interpreting official economic statistics amid aRead More


Humans are Not Obsolete: We Bring the Razor

Sep 9th, 2020 | Filed under: Newly Added, Fintech, Artificial Intelligence, Machine Learning, Other Topics in A.I.

Artificial intelligence, understood in a broad sense to include Big Data and machine learning, is a vast as-yet unplumbed disruption for portfolio management and trading as for so much else. People are still trying to get a handle on it. These are fields in which there is a great dealRead More


Seeking to Predict Recessions? Focus on the Forest—Not the Trees

Jul 21st, 2020 | Filed under: Newly Added, Alternative data, Artificial Intelligence, CAIA Alternative Viewpoints, Alternative Investments in Context, Machine Learning, Other Topics in A.I.

By Keith Black, PhD, CFA, CAIA, FDP, Managing Director, CAIA Association The FDP Institute recently spoke with Al Yazdani, the chief data scientist and founder of Calcolo Analytics, regarding his forthcoming article in the Journal of Financial Data Science: “Machine Learning Prediction of Recessions: An Imbalanced Classification Approach.” The authorRead More


Technology: Aiding and Abetting the Democratization of Alternative Investments

Jul 14th, 2020 | Filed under: Hedge Fund Industry Trends, Private Equity, Hedge Fund Strategies, Newly Added, Fintech, Venture capital, Technology, Artificial Intelligence, Other Issues in Private Investments, Machine Learning, Hedge Funds, Private Investments, Other Topics in A.I.

A recent working paper for the European Corporate Governance Institute maintains that technology has the potential to make hedge funds and private equity more accessible to the retail investor. The paper, by Omololu Bajulaiye of Tilburg University, along with some other scholars begins with the non-controversial proposition that venture capital,Read More


Changes are coming

Jul 12th, 2020 | Filed under: Newly Added, Fintech, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, Machine Learning, Other Topics in A.I.

This article was co-authored by Dr Mehrzad Mahdavi and Hossein Kazemi, Phd, CFA from FDP Institute, and William J. Kelly from CAIA Association Digital transformation, with artificial intelligence and machine learning technologies at its core, has created unprecedented challenges and opportunities across all industries.  The financial sector will be profoundly affected as demonstrated by numerous use casesRead More


Machine Learning Goes Global

Jul 2nd, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, Machine Learning, Other Topics in A.I.

A recent test of machine learning in pursuit of alpha finds results similar to what established literature already suggests in looking specifically at the value of algorithms in the US market. But this study then goes global, in a way that most of existing literature on this question has not,Read More


Has the Corona Virus Helped to Erode the Hype Around Artificial Intelligence?

Jun 4th, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, Business News, Machine Learning, Other Topics in A.I.

By Dr. Mehrzad Mahdavi, Executive Director, CEO Financial Data Professionals Institute According to a recent WSJ article, (subscription required) many companies have just discovered that AI is not some kind of magic sauce that could be poured over any business process to transform it into a moneymaking machin. The article also points outRead More


Hedge Funds, Sustainable Investing, and the Data Gap

Apr 12th, 2020 | Filed under: Newly Added, ESG, The A.I. Industry, Hedge Funds, Other Topics in A.I.

KPMG and CREATE have collaborated on a new report on the involvement of hedge funds in sustainable investing, which they define as investing that aims at three interlocking results: avoid harm and mitigate ESG risks; benefit all stakeholders; and contribute solutions to societal problems. The involvement of hedge funds inRead More


Big Data is a Big Deal

Feb 17th, 2020 | Filed under: Newly Added, CAIA Alternative Viewpoints, The A.I. Industry, Machine Learning

By Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy, CAIA Association CAIA’s second webinar starring the authors of papers that are required readings for the FDP exam featured Gene Getman, CAIA, a client portfolio manager and product specialist for Lombard Odier Investment Managers. He detailed how LombardRead More


Alternative Data: A Road to Alpha

Feb 2nd, 2020 | Filed under: Hedge Fund Industry Trends, Real Estate, Private Equity, Newly Added, Fintech, Technology, Artificial Intelligence, The A.I. Industry, Real Estate Equity Investments, Machine Learning, Hedge Funds, Private Investments, Allocating to A.I., Other Topics in A.I.

Investment management firms are increasingly hard-pressed to hedge away risks, increase alpha, and lower costs: a daunting agenda. One way of going about that is by knowing what is going on in the underlying markets more quickly than the competitors and counterparties do.  To that end: alternative data. Investment firms,Read More


A Conversation with the Institute of Business Ethics

Jan 30th, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, The A.I. Industry, Machine Learning, Other Topics in A.I.

By Keith Black, PhD, CFA, CAIA, FDP | Managing Director, Content Strategy at CAIA Association Recently, CAIA Association sat down for a conversation with Guen Donde, the Head of Research for the Institute of Business Ethics (IBE).  Life moves pretty fast in the world of GDPR, big data, and artificialRead More


Are Data Scientists the ‘New’ Rockstars?

Mar 21st, 2019 | Filed under: Newly Added, Alternative data, Technology, Operations, The A.I. Industry, Risk Management & Operations

Daniel Hill, a research analyst for the global equity team at William Blair, has written an insightful piece about the hot competition for data scientists underway in the alpha-seeking world today.  Hill begins with the observation that there are lots of different buzzwords, hashtag-worthy words and phrases, at use inRead More


EY Reports on Alternative Investments and Artificial Intelligence

Nov 13th, 2018 | Filed under: Hedge Fund Industry Trends, Private Equity, Hedge Fund Strategies, Newly Added, Risk management, The A.I. Industry, Hedge Funds, Private Investments

The twelfth annual report of what used to be known as the EY Global Hedge Fund Survey has been re-christened the EY Global Alternative Fund Survey. As it has under the earlier name, EY again records the views of fund managers and investors around the globe on a wide rangeRead More


Back to the 1980s for future market insights

Sep 6th, 2018 | Filed under: Newly Added, Business News, Economics, The A.I. Industry, Finance & Economics, Other Topics in A.I.

Christina Zhu, of the University of Pennsylvania, in a recent paper, looks at the consequences of Big Data for corporate management. What “Big Data” means depends on who is talking or writing about it. For economists working within the classic microeconomic framework, it means a drastic fall in the cost of acquiring information.Read More


Travails from the Crypt

Jul 23rd, 2018 | Filed under: Newly Added, What about beta?, Digital currencies

Cryptography is the practice and study of hiding information. While that does not necessarily define cryptoassets, it does begin to underscore the challenges that need to be overcome before we can see wide institutional adoption. The issues around valuation, liquidity, regulation, and even speculation have grabbed many of the recent headlines, but it might be the more boring world of custody and safekeepingRead More


Huge Data 

Jul 2nd, 2018 | Filed under: Newly Added, What about beta?

By Bill Kelly, CAIA Association CEO How many billionaires would you need to accumulate one quintillion dollars of net worth? If your last name is Trump you might say just one, but the non-fake news answer is a cool one billion billionaires. Whether you are dealing in alternative facts or not, this is a massive number that carries 18 zeros to the left ofRead More


What Makes Big Data So … Big?

Mar 22nd, 2018 | Filed under: Algorithmic and high-frequency trading, Newly Added, Business News, Finance & Economics

The term “big data” has become a cliché. One has to remind one’s self that it is a somewhat ill-fitting label. What is new about the world of data isn’t that there is a lot of it; nor that on the software end the processing of data becomes easier overRead More


The Tipping Point for Alternative Data

Mar 11th, 2018 | Filed under: Investor Relations, Industry Size & Managers, Newly Added, The A.I. Industry, Sales & Marketing in the AI Industry, Other Topics in A.I.

The Deloitte Center for Financial Services has put out a white paper on “Alternative data for investment decisions.” The term “alternative data” as Deloitte uses it refers to any set or sets of data that may be useful for investors but that is outside their traditional/conventional frame of reference.  InRead More


PwC Charge: Asset Managers are Digital Tech ‘Laggards’

Nov 30th, 2017 | Filed under: Hedge Fund Industry Trends, Industry Size & Managers, Newly Added, Technology, The A.I. Industry

A new paper from PricewaterhouseCoopers on the coming transformations in the asset and wealth management industries says that firms in this market must adapt or die. And the adaptation the authors have in mind isn’t just the usual Darwinian metaphor – managers must “become business revolutionaries, even disruptors” in orderRead More


Blockchains, Innovations, and Intermediaries

Aug 17th, 2017 | Filed under: Newly Added, Digital currencies, Emerging Alternative Investments, Other Topics in A.I.

A new paper by Wulf A. Kaal, an Associate Professor at the University of St. Thomas in Minnesota, looks at the proliferation of blockchain-related innovations in the world of private investment funds. In an earlier paper, Kaal discussed the impact this is having on the fee structure of that industry.Read More


Overtrading and the Danger of Pro Rata

Jul 30th, 2015 | Filed under: Commodities, Algorithmic and high-frequency trading, Currencies, Derivatives, Forex

Guest columnist Ginger Szala looks at pro rata and what happens if...Read More


Northern Trust on Hedge Funds, Big Data and Transparency

May 20th, 2015 | Filed under: Institutional Investing, Alpha Hunters, Technology

The integration of data isn't fully on the hedge fund industry radar yet. Yet it may be critical to rebuilding manager-investor relations via whiz-bang 21st century technology. Read More


Big Data and Other Trends to Influence Hedge Funds in 2015

Nov 17th, 2014 | Filed under: Hedge Fund Industry Trends, Technology

Big Data makes possible new ranges of inferences, and gives value to new skill sets. There will continue to be plenty of roles for human beings in recognizing the shadows cast by the intense light emitted by new technologies.Read More