![]() Jim has been writing algorithms and software that have been presented at major marketing science conferences since the early 1990s. Libby's data-science based protocols and decision support platforms have been deployed in 60 major strategy engagements for 20 F500 companies in 40 countries. Libby, is a pioneering marketing scientist, data scientist and strategy consultant. IF YOU ARE A REAL QUANT, MANY DATA SCIENCE BOOTCAMPS WILL WASTE YOUR TIME. ![]() Second, you will get to play with some really advanced stuff. The question, though, is why should YOU - you mongo quant you - sign up to THIS bootcamp? Two reasons. If not, we will cover it in the bootcamp. Then.boom! The golden era of ML arrived, and with it, the explosion of supervised machine learning, SVM, ensemble methods, baggers and boosters, and all the rest. Yet, the modern era of data science algorithmics didn't really kick in until the late 1980s - when CNN's via backpropogation trained by gradient descent (Waibel (1987, 1989)) began to appear. Supervised MVA (via Fisher's multiple discriminant analysis (1936)), and backpropogation neural nets since Werbos (1975). ![]() Eigen systems-based dimensional reduction has been hanging around since the 1930s (via Hoetelling (1933) and Thurstone (1935)).
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