Add paragraph about wealth management

pull/34/head
Ornella Altunyan 3 years ago
parent b6c64145ff
commit 864cde8973

@ -7,7 +7,7 @@ While a lot of interest in industry has been garnered by AI, which usually lever
## Finance
One of the major consumers of classical machine learning models is the finance industry.
One of the major consumers of classical machine learning models is the finance industry. Two specific examples we cover here are **credit card fraud detection** and **wealth management**.
### Credit card fraud detection
@ -17,6 +17,10 @@ K-means clustering comes in handy during a credit card fraud detection technique
### Wealth management
In wealth management, an individual or firm handles investments on behalf of their clients. Their job is to sustain and grow wealth in the long-term, so it is essential to choose investments that perform well.
One way to evaluate how a particular investment performs is through statistical regression. [Linear regression](Regression/1-Tools/README.md) is a valuable tool for understanding how a fund performs relative to some benchmark. We can also deduce whether or not the results of the regression are statistically significant, or how much they would affect a client's investments. You could even further expand your analysis using multiple regression, where additional risk factors can be taken into account. For an example of how this would work for a specific fund, check out [this paper](http://www.brightwoodventures.com/evaluating-fund-performance-using-regression/) on evaluating fund performance using regression.
## Education
### Predicting student behavior

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