Flirting with Models
Machine learning isn't the edge; it enhances the edge you’ve developed
Feb 27, 2023
08:33
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Quick takeaways
- Machine learning enhances existing trading edges, not as a standalone advantage.
- Trade structuring and management are crucial for sustainable alpha generation in trading.
Deep dives
Evolution of Investment Strategies with Machine Learning
Machine learning, as discussed in the podcast, is not viewed as an edge in itself but rather an enhancer of existing edges developed by traders. By utilizing natural language processing, traders can extract signals from news faster, process complexity differently, and ultimately analyze real-time data leading to higher hit rates in idea generation and trading. However, it is emphasized that the use of machine learning presents challenges such as data quality and infrastructure issues, and should be approached cautiously due to the complexities it introduces.
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