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The Application Of Machine Learning To Financial Markets

posted by Volatility Special Opportunities Program
3yrs ago 44

To read the entire post click here.


Artificial intelligence, and in particular machine learning, can play beneficial roles within investment management.


What is Machine Learning?


Although the terms Artificial Intelligence and Machine Learning are often used interchangeably, they mean quite different things. AI is a broad catch-all term that describes the ability of a machine – usually a computer system – to act in a way that imitates intelligent human behavior. In contrast, Machine Learning is the study of the algorithms and methods that enable computers to solve specific tasks without being explicitly instructed how and instead doing so by identifying persistent relevant patterns within observed data.



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ALL ALPHAMAVEN CONTENT IS FOR INFORMATIONAL PURPOSES ONLY. CONTENT POSTED BY MEMBERS DOES NOT NECESSARILY REFLECT THE OPINION OR BELIEFS OF ALPHAMAVEN AND HAS NOT ALWAYS BEEN INDEPENDENTLY VERIFIED BY ALPHAMAVEN. PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS. THIS IS NOT A SOLICITATION FOR INVESTMENT. THE MATERIAL PROVIDED HEREIN IS FOR INFORMATIONAL PURPOSES ONLY. IT DOES NOT CONSTITUTE AN OFFER TO SELL OR A SOLICITATION OF AN OFFER TO BUY ANY INTERESTS OF ANY FUND OR ANY OTHER SECURITIES. ANY SUCH OFFERINGS CAN BE MADE ONLY IN ACCORDANCE WITH THE TERMS AND CONDITIONS SET FORTH IN THE INVESTMENT'S PRIVATE PLACEMENT MEMORANDUM. PRIOR TO INVESTING, INVESTORS ARE STRONGLY URGED TO REVIEW CAREFULLY THE PRIVATE PLACEMENT MEMORANDUM (INCLUDING THE RISK FACTORS DESCRIBED THEREIN), THE LIMITED PARTNERSHIP AGREEMENT AND THE SUBSCRIPTION DOCUMENTS, TO ASK SUCH QUESTIONS OF THE INVESTMENT MANAGER AS THEY DEEM APPROPRIATE, AND TO DISCUSS ANY PROSPECTIVE INVESTMENT IN THE FUND WITH THEIR LEGAL AND TAX ADVISERS IN ORDER TO MAKE AN INDEPENDENT DETERMINATION OF THE SUITABILITY AND CONSEQUENCES OF AN INVESTMENT.