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TLDR: A group of talented mathematicians and computer scientists applied machine learning to model financial markets, betting on short term strategies that has returned 66% annually since 1988..

The Medallion Fund, an employees-only offering for the quants at Renaissance Technologies, is the blackest box in all of finance. Renaissance Technologies is a quantitative investment management company trading in global financial markets, dedicated to producing exceptional returns for its investors by strictly adhering to mathematical and statistical methods. Machine learning and artificial intelligence are particularly suited to trading due to the volume of information available for analysis; pricing models can be trained on extensive stock market data with signals ranging from news articles to historical price movements.

The Man Who Solved The Market[1] illustrates how Jim Simons and his motley crew of scientists and mathematicians built Renaissance Technology, the most profitable quant fund in history. And yet, there he is, the founder of the extraordinarily successful firm Renaissance Technologies. There are a some information about Renaissance Technologies available in The Quants from Patterson.. Basically, and it's also what I heard in general, they are using intensively algorithmic trading, and from what I understood there are using Information Theory (they worked with Shannon if I remember well).. The opportunities exploited early on in the commodities markets by Renaissance likely don’t exist ... Machine Learning Everything. Follow.

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