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Machine learning use cases in finance
1. Machine Learning / AI use-cases for Financial Services
In-depth assessment of risk in portfolios (classification)
Comprehensive credit-risk assessment (classification)
Robo-advisers – investment management robots providing automated advice to investor
(recommender system)
Analysing companies’ currency exposure to gain more in-depth insights into their expected
earnings well before their quarterly announcement – used at Blackrock (regression)
Customer Service bots - RBS-Luvo.