Mads Ingwar and Martin Oberhuber - Full Stack Machine Learning (S3E8)
Flirting with Models
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Is Deep Learning the Best Machine Learning Technique?
The firm uses both supervised and unsupalised machine learning models to pick out signals already there, or detect anomalies in the data structures. The company also ingests fundamental data from ad multiple different renders before combining that into a single data set for analysis. For instance, when you trade at lower frequencies with relatively low turnover, ultimately you don't get a lot of independent samples. So it's all about finding the right techniques for the right problem. And deep learning connect ion bhe extremely helpful there.
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