John Alberg - The Man in the Machine (Learning) (S1E7)
Flirting with Models
The Evolution of Machine Learning in the Last Decade
In two thousand eight we started with support vector machines as the model we used for investing, as those were stated the art at the time. Then in two thousand 14 15, we migrated our technology to ensomble models because of some of the reasons i described earlier. Now, more recently, deep normal networks and deep learning have gotten a lot of attention because of the spectacular successes in areas such as language translation, computer vision and beating the world champion at the game of go. And there are really three reasons hy deep learning interests us. First, deep learning has created the opportunity to do less factor engineering work that is so involved in typical quantitative Investing. It instead rely on raw financial data
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