Big Data and AI strategies: Machine Learning and Alternative Data Approach to Investing
Quantitative techniques and new methods for analyzing big data have increasingly been adopted by market participants in recent years. This includes computerized trading, use of big data, and machine learning or artificial intelligence.
Big data and machine learning have the potential to profoundly change the investment landscape. As the quantity and the access to data available have grown, many investors continue to evaluate how they can leverage data analysis to make more informed investment decisions. Investment managers who are willing to learn and to adopt new technologies will likely have an edge.
Machine learning and artificial intelligence may unleash new insights; however, investors need to better understand the current landscape and applications for data analysis before making significant investment in the technology.
A report by J.P. Morgan